Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summary
notebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics
notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "245" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 158 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 155 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2459975 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.513900 | 1.883451 | 0.073421 | -1.032112 | -0.342734 | -0.837473 | -1.140054 | -0.007527 | 0.5838 | 0.5894 | 0.3872 | nan | nan |
2459974 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.461472 | 1.724433 | 0.114466 | -1.089116 | -0.550028 | -0.539820 | -1.611089 | 0.048600 | 0.5900 | 0.5943 | 0.3865 | nan | nan |
2459973 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.359709 | 1.770011 | -0.430228 | -1.564162 | -0.931735 | -0.863354 | -0.902381 | 0.492364 | 0.5976 | 0.5999 | 0.3861 | nan | nan |
2459972 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.431995 | 1.946569 | 0.278049 | -0.753640 | -0.775565 | -0.582661 | -1.174523 | -0.334202 | 0.5835 | 0.5881 | 0.3846 | nan | nan |
2459971 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.420457 | 1.942908 | -0.343521 | -1.418694 | -0.746930 | -0.904183 | -0.788034 | -0.069138 | 0.5853 | 0.5900 | 0.3838 | nan | nan |
2459970 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.718860 | 2.001537 | 0.451807 | -0.742127 | -0.410887 | -0.613694 | -1.798506 | -0.731064 | 0.5900 | 0.5948 | 0.3861 | nan | nan |
2459969 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.786206 | 2.093564 | -0.149501 | -1.304763 | -0.911244 | -0.577264 | -1.199125 | 0.180047 | 0.5969 | 0.6010 | 0.3869 | nan | nan |
2459968 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.996037 | 2.079522 | 0.597759 | -0.717207 | -0.565613 | -0.958299 | 0.041003 | -1.129052 | 0.7353 | 0.7341 | 0.2484 | nan | nan |
2459967 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.590607 | 2.020411 | 0.495275 | -0.551213 | -0.546770 | -0.503840 | -1.017050 | -0.460301 | 0.5970 | 0.6007 | 0.3772 | nan | nan |
2459966 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.693844 | 2.341856 | 0.528830 | -0.675511 | -0.441448 | -0.155575 | -1.274729 | -0.441761 | 0.5928 | 0.5975 | 0.3782 | nan | nan |
2459965 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.556995 | 2.215047 | -0.195255 | -1.363654 | -0.920667 | -0.720690 | -1.063869 | -0.243223 | 0.6019 | 0.6050 | 0.3677 | nan | nan |
2459964 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.674896 | 2.406077 | 0.270568 | -0.878468 | -0.673443 | -0.315327 | -0.994289 | -1.134953 | 0.6645 | 0.6651 | 0.3185 | nan | nan |
2459963 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.707735 | 1.800218 | 0.180055 | -0.696021 | -0.681545 | 1.512648 | -0.291181 | -0.471068 | 0.6839 | 0.6758 | 0.2581 | nan | nan |
2459962 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.972474 | 2.617383 | -0.013944 | -1.127410 | -0.847968 | -0.918313 | -0.609754 | -1.205301 | 0.6432 | 0.6482 | 0.3381 | nan | nan |
2459961 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.655007 | 3.280415 | 0.334327 | -0.941860 | -0.662671 | -1.193771 | -0.178523 | -1.094907 | 0.7499 | 0.7361 | 0.2268 | nan | nan |
2459960 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.542522 | 2.935599 | -0.238902 | -1.433976 | -1.229982 | -0.759928 | -1.027867 | -1.210845 | 0.6167 | 0.6113 | 0.3271 | nan | nan |
2459959 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.052816 | 2.025178 | 0.009748 | -1.332050 | -0.957807 | -0.340196 | -1.019227 | 0.306532 | 0.6034 | 0.6063 | 0.3650 | nan | nan |
2459958 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.627668 | 2.435103 | 0.328092 | -0.829263 | -0.665470 | -0.326437 | -1.018466 | -0.027997 | 0.5985 | 0.5996 | 0.3740 | nan | nan |
2459957 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.543034 | 2.303977 | 0.430989 | -0.681471 | -0.593461 | -0.999731 | -0.981467 | -0.216964 | 0.5950 | 0.6024 | 0.3834 | nan | nan |
2459956 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.725547 | 3.291744 | 0.017314 | -1.220016 | -0.613233 | -0.803771 | -0.592619 | -1.253721 | 0.6466 | 0.6398 | 0.3178 | nan | nan |
2459955 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.385669 | 2.194323 | 0.402208 | -0.622754 | -0.694155 | -0.601966 | -0.915537 | 0.274547 | 0.5943 | 0.6017 | 0.3851 | nan | nan |
2459954 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.684998 | 2.559770 | 0.184315 | -1.009352 | -1.278683 | -0.848171 | -1.618994 | 0.160144 | 0.5955 | 0.6025 | 0.3938 | nan | nan |
2459953 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.538283 | 2.370051 | 0.561116 | -0.592115 | -0.182844 | -0.307520 | -1.028191 | -0.060089 | 0.6014 | 0.6094 | 0.3883 | nan | nan |
2459952 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.665423 | 2.547377 | 0.201579 | -1.108278 | -1.002792 | -0.971721 | -1.331396 | 0.782497 | 0.6068 | 0.6129 | 0.3958 | nan | nan |
2459951 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.223396 | 2.040814 | -0.305101 | -1.438177 | -0.787392 | -0.680926 | -0.590533 | 2.766807 | 0.6162 | 0.6236 | 0.3939 | nan | nan |
2459950 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.866742 | 2.522113 | 0.381043 | -0.718805 | -0.121438 | -0.738262 | -0.620539 | 1.038461 | 0.6141 | 0.6203 | 0.3995 | nan | nan |
2459949 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.308495 | 2.194082 | 0.139671 | -1.057355 | -0.578766 | -0.716076 | -1.174495 | -0.101681 | 0.6040 | 0.6084 | 0.3991 | nan | nan |
2459948 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.356495 | 2.359088 | 0.207386 | -1.415649 | -0.678030 | -1.190060 | -1.213964 | -0.710609 | 0.6283 | 0.6380 | 0.3796 | nan | nan |
2459947 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.533506 | 2.415478 | -0.141599 | -1.238845 | -0.889482 | -1.032670 | -1.070243 | -0.387026 | 0.6407 | 0.6316 | 0.3696 | nan | nan |
2459946 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.294721 | 1.948237 | -0.417345 | -1.661279 | -1.260855 | -0.877696 | -1.284371 | 0.196600 | 0.6073 | 0.6153 | 0.3930 | nan | nan |
2459945 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.395321 | 1.541601 | -0.169576 | -1.375451 | -0.975962 | -1.145515 | -1.421136 | -0.393991 | 0.6159 | 0.6206 | 0.3952 | nan | nan |
2459944 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.402813 | 1.339894 | -0.071251 | -1.269686 | -1.100503 | -1.210654 | -1.310620 | 0.025641 | 0.6183 | 0.6258 | 0.3943 | nan | nan |
2459943 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.302389 | 0.919089 | 0.055317 | -1.095045 | -0.773095 | -1.114792 | -1.052329 | 0.318253 | 0.6215 | 0.6324 | 0.4004 | nan | nan |
2459942 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.400651 | 1.798822 | -0.528462 | -1.650507 | -1.092458 | -1.171364 | -0.790079 | -0.000767 | 0.6276 | 0.6280 | 0.3845 | nan | nan |
2459941 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 0.689000 | 1.967363 | 0.122663 | -1.476378 | 28.208615 | 14.118716 | -1.234871 | 0.404902 | 0.6069 | 0.6150 | 0.4080 | nan | nan |
2459940 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.387817 | 0.747560 | 2.461848 | 0.175316 | 2.307111 | -0.542155 | -3.267839 | -0.372727 | 0.6141 | 0.6288 | 0.4121 | nan | nan |
2459939 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.334302 | 0.745209 | 2.396487 | 0.349802 | 2.261334 | -0.674332 | -2.380953 | -0.543243 | 0.6249 | 0.6379 | 0.4079 | nan | nan |
2459938 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.889531 | 0.841832 | 2.408379 | 0.070563 | 1.766229 | -1.113021 | -2.521294 | -0.299653 | 0.6272 | 0.6409 | 0.4033 | nan | nan |
2459937 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.323596 | 1.070159 | 2.687721 | 0.473002 | 2.424231 | -0.257938 | -0.932578 | -1.078977 | 0.6443 | 0.6612 | 0.3768 | nan | nan |
2459936 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.394236 | 1.147047 | 3.433877 | 1.010004 | 2.064543 | -0.271116 | 2.913839 | -0.236194 | 0.7743 | 0.7848 | 0.2137 | nan | nan |
2459935 | RF_ok | 100.00% | 87.61% | 87.61% | 0.00% | - | - | 14.221176 | 13.347596 | 2.799889 | 0.424993 | 4.446936 | 2.427188 | -2.751054 | -0.447810 | 0.5489 | 0.5519 | 0.3548 | nan | nan |
2459934 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 20.736351 | 19.932869 | 3.098936 | 0.877164 | 3.326858 | 0.003303 | -1.823725 | -0.258292 | nan | nan | nan | nan | nan |
2459933 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 16.694213 | 16.086951 | 3.338248 | 1.011281 | 3.197200 | 0.039075 | -2.072609 | -0.897727 | nan | nan | nan | nan | nan |
2459932 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 19.809895 | 18.560507 | 2.895415 | 0.704825 | 0.825841 | 0.095543 | -3.781030 | -0.537738 | nan | nan | nan | nan | nan |
2459931 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 18.012414 | 17.359518 | 3.252980 | 0.972358 | 2.442113 | 0.101841 | -2.175738 | -0.346999 | nan | nan | nan | nan | nan |
2459930 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 15.927163 | 15.407133 | 2.655132 | 0.346643 | 1.859030 | -0.341201 | -1.351340 | -0.378378 | nan | nan | nan | nan | nan |
2459929 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.236312 | 0.589589 | 2.014466 | 0.548704 | 0.439532 | -0.360565 | 0.750723 | -0.269014 | 0.7091 | 0.7152 | 0.2180 | nan | nan |
2459928 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.802262 | 0.868437 | 2.747984 | 0.052988 | 1.892810 | -0.904153 | -2.250190 | -0.692381 | 0.6252 | 0.6366 | 0.4032 | nan | nan |
2459927 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.610713 | 1.422234 | 2.341655 | 0.352993 | 0.182447 | 1.588944 | -1.546732 | -0.663165 | 0.5669 | 0.5826 | 0.3553 | nan | nan |
2459926 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.718818 | 1.385642 | 0.896085 | -1.019540 | -0.542132 | -1.893705 | -0.446264 | -1.926142 | 0.7667 | 0.7873 | 0.2233 | nan | nan |
2459925 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.101557 | 0.905581 | 2.095218 | -0.410645 | 0.186728 | -2.009070 | 0.646888 | -1.623017 | 0.7436 | 0.7412 | 0.2490 | nan | nan |
2459924 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.125702 | 0.869293 | 2.382798 | 0.261692 | 2.017608 | -1.397881 | -0.857667 | -0.872075 | 0.6399 | 0.6569 | 0.3910 | nan | nan |
2459923 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.422465 | 0.869813 | 2.381376 | -0.345542 | 1.075570 | -1.786967 | 0.520142 | -1.519639 | 0.6907 | 0.7034 | 0.3585 | nan | nan |
2459922 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 237.236571 | 237.180070 | inf | inf | 5053.358451 | 5156.283969 | 4625.829665 | 4731.042422 | nan | nan | nan | nan | nan |
2459921 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459920 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459919 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459912 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459911 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 202.424898 | 202.095555 | inf | inf | 4802.487133 | 4815.858681 | 5253.675651 | 5256.014948 | nan | nan | nan | nan | nan |
2459910 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 226.855297 | 226.813889 | inf | inf | 5061.256840 | 5100.697626 | 4015.576522 | 4114.079899 | nan | nan | nan | nan | nan |
2459909 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459908 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459907 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459906 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459905 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459904 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459903 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459902 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459901 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459900 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459898 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459897 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 229.265960 | 229.310716 | inf | inf | 5125.659562 | 5033.686153 | 8788.466227 | 8451.375159 | nan | nan | nan | nan | nan |
2459896 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459895 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 269.126835 | 269.263901 | inf | inf | 7344.935787 | 7343.276403 | 936.334479 | 948.368674 | nan | nan | nan | nan | nan |
2459894 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459893 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459892 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459891 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459890 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459889 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 232.628446 | 231.902959 | inf | inf | 7595.569012 | 7609.206562 | 10866.097187 | 10917.931265 | nan | nan | nan | nan | nan |
2459888 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459887 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459886 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459885 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459884 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459883 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 261.565515 | 260.605344 | inf | inf | 5375.894857 | 5322.522655 | 18506.752820 | 18078.580760 | nan | nan | nan | nan | nan |
2459882 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459881 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459880 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
2459879 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 189.404404 | 188.835954 | inf | inf | 3188.686605 | 3214.414206 | 9607.288493 | 10000.158661 | nan | nan | nan | nan | nan |
2459878 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 274.424762 | 275.501143 | inf | inf | 7795.703384 | 7699.885103 | 19264.796510 | 19736.950596 | nan | nan | nan | nan | nan |
auto_metrics
notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics
notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.883451 | 0.513900 | 1.883451 | 0.073421 | -1.032112 | -0.342734 | -0.837473 | -1.140054 | -0.007527 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.724433 | 0.461472 | 1.724433 | 0.114466 | -1.089116 | -0.550028 | -0.539820 | -1.611089 | 0.048600 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.770011 | 0.359709 | 1.770011 | -0.430228 | -1.564162 | -0.931735 | -0.863354 | -0.902381 | 0.492364 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.946569 | 0.431995 | 1.946569 | 0.278049 | -0.753640 | -0.775565 | -0.582661 | -1.174523 | -0.334202 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.942908 | 0.420457 | 1.942908 | -0.343521 | -1.418694 | -0.746930 | -0.904183 | -0.788034 | -0.069138 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.001537 | 2.001537 | 0.718860 | -0.742127 | 0.451807 | -0.613694 | -0.410887 | -0.731064 | -1.798506 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.093564 | 0.786206 | 2.093564 | -0.149501 | -1.304763 | -0.911244 | -0.577264 | -1.199125 | 0.180047 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.079522 | 1.996037 | 2.079522 | 0.597759 | -0.717207 | -0.565613 | -0.958299 | 0.041003 | -1.129052 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.020411 | 0.590607 | 2.020411 | 0.495275 | -0.551213 | -0.546770 | -0.503840 | -1.017050 | -0.460301 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.341856 | 2.341856 | 0.693844 | -0.675511 | 0.528830 | -0.155575 | -0.441448 | -0.441761 | -1.274729 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.215047 | 2.215047 | 0.556995 | -1.363654 | -0.195255 | -0.720690 | -0.920667 | -0.243223 | -1.063869 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.617383 | 2.617383 | 0.972474 | -1.127410 | -0.013944 | -0.918313 | -0.847968 | -1.205301 | -0.609754 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 3.280415 | 3.280415 | 1.655007 | -0.941860 | 0.334327 | -1.193771 | -0.662671 | -1.094907 | -0.178523 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.935599 | 2.935599 | 0.542522 | -1.433976 | -0.238902 | -0.759928 | -1.229982 | -1.210845 | -1.027867 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.025178 | 0.052816 | 2.025178 | 0.009748 | -1.332050 | -0.957807 | -0.340196 | -1.019227 | 0.306532 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.435103 | 2.435103 | 0.627668 | -0.829263 | 0.328092 | -0.326437 | -0.665470 | -0.027997 | -1.018466 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.303977 | 2.303977 | 0.543034 | -0.681471 | 0.430989 | -0.999731 | -0.593461 | -0.216964 | -0.981467 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 3.291744 | 3.291744 | 1.725547 | -1.220016 | 0.017314 | -0.803771 | -0.613233 | -1.253721 | -0.592619 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.194323 | 0.385669 | 2.194323 | 0.402208 | -0.622754 | -0.694155 | -0.601966 | -0.915537 | 0.274547 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.559770 | 2.559770 | 0.684998 | -1.009352 | 0.184315 | -0.848171 | -1.278683 | 0.160144 | -1.618994 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.370051 | 2.370051 | 0.538283 | -0.592115 | 0.561116 | -0.307520 | -0.182844 | -0.060089 | -1.028191 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.547377 | 2.547377 | 0.665423 | -1.108278 | 0.201579 | -0.971721 | -1.002792 | 0.782497 | -1.331396 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Temporal Discontinuties | 2.766807 | 2.040814 | 0.223396 | -1.438177 | -0.305101 | -0.680926 | -0.787392 | 2.766807 | -0.590533 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.522113 | 2.522113 | 0.866742 | -0.718805 | 0.381043 | -0.738262 | -0.121438 | 1.038461 | -0.620539 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.194082 | 0.308495 | 2.194082 | 0.139671 | -1.057355 | -0.578766 | -0.716076 | -1.174495 | -0.101681 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.359088 | 0.356495 | 2.359088 | 0.207386 | -1.415649 | -0.678030 | -1.190060 | -1.213964 | -0.710609 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 2.415478 | 2.415478 | 0.533506 | -1.238845 | -0.141599 | -1.032670 | -0.889482 | -0.387026 | -1.070243 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.948237 | 1.948237 | 0.294721 | -1.661279 | -0.417345 | -0.877696 | -1.260855 | 0.196600 | -1.284371 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.541601 | 1.541601 | 0.395321 | -1.375451 | -0.169576 | -1.145515 | -0.975962 | -0.393991 | -1.421136 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.339894 | 0.402813 | 1.339894 | -0.071251 | -1.269686 | -1.100503 | -1.210654 | -1.310620 | 0.025641 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 0.919089 | 0.919089 | 0.302389 | -1.095045 | 0.055317 | -1.114792 | -0.773095 | 0.318253 | -1.052329 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.798822 | 1.798822 | 0.400651 | -1.650507 | -0.528462 | -1.171364 | -1.092458 | -0.000767 | -0.790079 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Temporal Variability | 28.208615 | 1.967363 | 0.689000 | -1.476378 | 0.122663 | 14.118716 | 28.208615 | 0.404902 | -1.234871 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 3.387817 | 0.747560 | 3.387817 | 0.175316 | 2.461848 | -0.542155 | 2.307111 | -0.372727 | -3.267839 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 3.334302 | 0.745209 | 3.334302 | 0.349802 | 2.396487 | -0.674332 | 2.261334 | -0.543243 | -2.380953 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 2.889531 | 0.841832 | 2.889531 | 0.070563 | 2.408379 | -1.113021 | 1.766229 | -0.299653 | -2.521294 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 3.323596 | 3.323596 | 1.070159 | 2.687721 | 0.473002 | 2.424231 | -0.257938 | -0.932578 | -1.078977 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Power | 3.433877 | 1.394236 | 1.147047 | 3.433877 | 1.010004 | 2.064543 | -0.271116 | 2.913839 | -0.236194 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 14.221176 | 13.347596 | 14.221176 | 0.424993 | 2.799889 | 2.427188 | 4.446936 | -0.447810 | -2.751054 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 20.736351 | 20.736351 | 19.932869 | 3.098936 | 0.877164 | 3.326858 | 0.003303 | -1.823725 | -0.258292 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 16.694213 | 16.086951 | 16.694213 | 1.011281 | 3.338248 | 0.039075 | 3.197200 | -0.897727 | -2.072609 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 19.809895 | 18.560507 | 19.809895 | 0.704825 | 2.895415 | 0.095543 | 0.825841 | -0.537738 | -3.781030 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 18.012414 | 18.012414 | 17.359518 | 3.252980 | 0.972358 | 2.442113 | 0.101841 | -2.175738 | -0.346999 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 15.927163 | 15.927163 | 15.407133 | 2.655132 | 0.346643 | 1.859030 | -0.341201 | -1.351340 | -0.378378 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 2.236312 | 0.589589 | 2.236312 | 0.548704 | 2.014466 | -0.360565 | 0.439532 | -0.269014 | 0.750723 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 2.802262 | 0.868437 | 2.802262 | 0.052988 | 2.747984 | -0.904153 | 1.892810 | -0.692381 | -2.250190 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 4.610713 | 1.422234 | 4.610713 | 0.352993 | 2.341655 | 1.588944 | 0.182447 | -0.663165 | -1.546732 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | 1.385642 | 1.385642 | 0.718818 | -1.019540 | 0.896085 | -1.893705 | -0.542132 | -1.926142 | -0.446264 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 3.101557 | 3.101557 | 0.905581 | 2.095218 | -0.410645 | 0.186728 | -2.009070 | 0.646888 | -1.623017 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 3.125702 | 3.125702 | 0.869293 | 2.382798 | 0.261692 | 2.017608 | -1.397881 | -0.857667 | -0.872075 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | 2.422465 | 0.869813 | 2.422465 | -0.345542 | 2.381376 | -1.786967 | 1.075570 | -1.519639 | 0.520142 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 237.180070 | 237.236571 | inf | inf | 5156.283969 | 5053.358451 | 4731.042422 | 4625.829665 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 202.095555 | 202.424898 | inf | inf | 4815.858681 | 4802.487133 | 5256.014948 | 5253.675651 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 226.813889 | 226.855297 | inf | inf | 5100.697626 | 5061.256840 | 4114.079899 | 4015.576522 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 229.310716 | 229.265960 | inf | inf | 5033.686153 | 5125.659562 | 8451.375159 | 8788.466227 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Power | inf | 269.126835 | 269.263901 | inf | inf | 7344.935787 | 7343.276403 | 936.334479 | 948.368674 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Power | inf | 232.628446 | 231.902959 | inf | inf | 7595.569012 | 7609.206562 | 10866.097187 | 10917.931265 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 260.605344 | 261.565515 | inf | inf | 5322.522655 | 5375.894857 | 18078.580760 | 18506.752820 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 188.835954 | 189.404404 | inf | inf | 3214.414206 | 3188.686605 | 10000.158661 | 9607.288493 |
Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
---|---|---|---|---|---|---|---|---|---|---|---|---|
245 | N20 | RF_ok | nn Power | inf | 275.501143 | 274.424762 | inf | inf | 7699.885103 | 7795.703384 | 19736.950596 | 19264.796510 |