Few changes during addition to file structure.

sociality-task
Primoz 2022-07-04 13:00:47 +00:00
parent 505c3a86b9
commit a5480f1369
3 changed files with 55 additions and 34 deletions

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Subproject commit 98e6207ecc23a23b1f621a11f28eb87cbfb7f9da

View File

@ -3,7 +3,7 @@
######################################################################################################################## ########################################################################################################################
# See https://www.rapids.science/latest/setup/configuration/#participant-files # See https://www.rapids.science/latest/setup/configuration/#participant-files
PIDS: [p02] #p01, p02, p03] PIDS: [p031] #p01, p02, p03]
# See https://www.rapids.science/latest/setup/configuration/#automatic-creation-of-participant-files # See https://www.rapids.science/latest/setup/configuration/#automatic-creation-of-participant-files
CREATE_PARTICIPANT_FILES: CREATE_PARTICIPANT_FILES:
@ -80,12 +80,12 @@ PHONE_ACCELEROMETER:
# See https://www.rapids.science/latest/features/phone-activity-recognition/ # See https://www.rapids.science/latest/features/phone-activity-recognition/
PHONE_ACTIVITY_RECOGNITION: PHONE_ACTIVITY_RECOGNITION:
CONTAINER: CONTAINER:
ANDROID: plugin_google_activity_recognition ANDROID: google_ar
IOS: plugin_ios_activity_recognition IOS: plugin_ios_activity_recognition
EPISODE_THRESHOLD_BETWEEN_ROWS: 5 # minutes. Max time difference for two consecutive rows to be considered within the same AR episode. EPISODE_THRESHOLD_BETWEEN_ROWS: 5 # minutes. Max time difference for two consecutive rows to be considered within the same AR episode.
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: ["count", "mostcommonactivity", "countuniqueactivities", "durationstationary", "durationmobile", "durationvehicle"] FEATURES: ["count", "mostcommonactivity", "countuniqueactivities", "durationstationary", "durationmobile", "durationvehicle"]
ACTIVITY_CLASSES: ACTIVITY_CLASSES:
STATIONARY: ["still", "tilting"] STATIONARY: ["still", "tilting"]
@ -105,16 +105,17 @@ PHONE_APPLICATIONS_CRASHES:
# See https://www.rapids.science/latest/features/phone-applications-foreground/ # See https://www.rapids.science/latest/features/phone-applications-foreground/
PHONE_APPLICATIONS_FOREGROUND: PHONE_APPLICATIONS_FOREGROUND:
CONTAINER: applications_foreground CONTAINER: applications
APPLICATION_CATEGORIES: APPLICATION_CATEGORIES:
CATALOGUE_SOURCE: FILE # FILE (genres are read from CATALOGUE_FILE) or GOOGLE (genres are scrapped from the Play Store) CATALOGUE_SOURCE: FILE # FILE (genres are read from CATALOGUE_FILE) or GOOGLE (genres are scrapped from the Play Store)
CATALOGUE_FILE: "data/external/stachl_application_genre_catalogue.csv" CATALOGUE_FILE: "data/external/stachl_application_genre_catalogue.csv"
PACKAGE_NAMES_HASHED: True
UPDATE_CATALOGUE_FILE: False # if CATALOGUE_SOURCE is equal to FILE, whether or not to update CATALOGUE_FILE, if CATALOGUE_SOURCE is equal to GOOGLE all scraped genres will be saved to CATALOGUE_FILE UPDATE_CATALOGUE_FILE: False # if CATALOGUE_SOURCE is equal to FILE, whether or not to update CATALOGUE_FILE, if CATALOGUE_SOURCE is equal to GOOGLE all scraped genres will be saved to CATALOGUE_FILE
SCRAPE_MISSING_CATEGORIES: False # whether or not to scrape missing genres, only effective if CATALOGUE_SOURCE is equal to FILE. If CATALOGUE_SOURCE is equal to GOOGLE, all genres are scraped anyway SCRAPE_MISSING_CATEGORIES: False # whether or not to scrape missing genres, only effective if CATALOGUE_SOURCE is equal to FILE. If CATALOGUE_SOURCE is equal to GOOGLE, all genres are scraped anyway
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
INCLUDE_EPISODE_FEATURES: False INCLUDE_EPISODE_FEATURES: True
SINGLE_CATEGORIES: ["all", "email"] SINGLE_CATEGORIES: ["all", "email"]
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
@ -124,7 +125,7 @@ PHONE_APPLICATIONS_FOREGROUND:
dating: ["com.tinder", "com.relance.happycouple", "com.kiwi.joyride"] dating: ["com.tinder", "com.relance.happycouple", "com.kiwi.joyride"]
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] # TODO list system apps?
FEATURES: FEATURES:
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
@ -134,7 +135,7 @@ PHONE_APPLICATIONS_FOREGROUND:
# See https://www.rapids.science/latest/features/phone-applications-notifications/ # See https://www.rapids.science/latest/features/phone-applications-notifications/
PHONE_APPLICATIONS_NOTIFICATIONS: PHONE_APPLICATIONS_NOTIFICATIONS:
CONTAINER: applications_notifications CONTAINER: notifications
APPLICATION_CATEGORIES: APPLICATION_CATEGORIES:
CATALOGUE_SOURCE: FILE # FILE (genres are read from CATALOGUE_FILE) or GOOGLE (genres are scrapped from the Play Store) CATALOGUE_SOURCE: FILE # FILE (genres are read from CATALOGUE_FILE) or GOOGLE (genres are scrapped from the Play Store)
CATALOGUE_FILE: "data/external/stachl_application_genre_catalogue.csv" CATALOGUE_FILE: "data/external/stachl_application_genre_catalogue.csv"
@ -148,7 +149,7 @@ PHONE_BATTERY:
EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode.
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"]
SRC_SCRIPT: src/features/phone_battery/rapids/main.py SRC_SCRIPT: src/features/phone_battery/rapids/main.py
@ -157,12 +158,12 @@ PHONE_BLUETOOTH:
CONTAINER: bluetooth CONTAINER: bluetooth
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"] FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R
DORYAB: DORYAB:
COMPUTE: False COMPUTE: True
FEATURES: FEATURES:
ALL: ALL:
DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"]
@ -183,7 +184,7 @@ PHONE_CALLS:
CONTAINER: call CONTAINER: call
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES_TYPE: EPISODES # EVENTS or EPISODES FEATURES_TYPE: EPISODES # EVENTS or EPISODES
CALL_TYPES: [missed, incoming, outgoing] CALL_TYPES: [missed, incoming, outgoing]
FEATURES: FEATURES:
@ -193,7 +194,7 @@ PHONE_CALLS:
SRC_SCRIPT: src/features/phone_calls/rapids/main.R SRC_SCRIPT: src/features/phone_calls/rapids/main.R
# See https://www.rapids.science/latest/features/phone-conversation/ # See https://www.rapids.science/latest/features/phone-conversation/
PHONE_CONVERSATION: PHONE_CONVERSATION: # TODO Adapt for speech
CONTAINER: CONTAINER:
ANDROID: plugin_studentlife_audio_android ANDROID: plugin_studentlife_audio_android
IOS: plugin_studentlife_audio IOS: plugin_studentlife_audio
@ -212,14 +213,34 @@ PHONE_CONVERSATION:
# See https://www.rapids.science/latest/features/phone-data-yield/ # See https://www.rapids.science/latest/features/phone-data-yield/
PHONE_DATA_YIELD: PHONE_DATA_YIELD:
SENSORS: [] SENSORS: [#PHONE_ACCELEROMETER,
PHONE_ACTIVITY_RECOGNITION,
PHONE_APPLICATIONS_FOREGROUND,
PHONE_APPLICATIONS_NOTIFICATIONS,
PHONE_BATTERY,
PHONE_BLUETOOTH,
PHONE_CALLS,
PHONE_LIGHT,
PHONE_LOCATIONS,
PHONE_MESSAGES,
PHONE_SCREEN,
PHONE_WIFI_VISIBLE]
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours] FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid. MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
PHONE_ESM:
CONTAINER: esm
PROVIDERS:
STRAW:
COMPUTE: False
SCALES: ["PANAS_positive_affect", "PANAS_negative_affect", "JCQ_job_demand", "JCQ_job_control", "JCQ_supervisor_support", "JCQ_coworker_support"]
FEATURES: [mean]
SRC_SCRIPT: src/features/phone_esm/straw/main.py
# See https://www.rapids.science/latest/features/phone-keyboard/ # See https://www.rapids.science/latest/features/phone-keyboard/
PHONE_KEYBOARD: PHONE_KEYBOARD:
CONTAINER: keyboard CONTAINER: keyboard
@ -231,10 +252,10 @@ PHONE_KEYBOARD:
# See https://www.rapids.science/latest/features/phone-light/ # See https://www.rapids.science/latest/features/phone-light/
PHONE_LIGHT: PHONE_LIGHT:
CONTAINER: light CONTAINER: light_sensor
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"] FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
SRC_SCRIPT: src/features/phone_light/rapids/main.py SRC_SCRIPT: src/features/phone_light/rapids/main.py
@ -248,7 +269,7 @@ PHONE_LOCATIONS:
PROVIDERS: PROVIDERS:
DORYAB: DORYAB:
COMPUTE: False COMPUTE: True
FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome", "homelabel"] FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome", "homelabel"]
DBSCAN_EPS: 100 # meters DBSCAN_EPS: 100 # meters
DBSCAN_MINSAMPLES: 5 DBSCAN_MINSAMPLES: 5
@ -263,7 +284,7 @@ PHONE_LOCATIONS:
SRC_SCRIPT: src/features/phone_locations/doryab/main.py SRC_SCRIPT: src/features/phone_locations/doryab/main.py
BARNETT: BARNETT:
COMPUTE: False COMPUTE: True
FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"]
IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON
MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features
@ -278,10 +299,10 @@ PHONE_LOG:
# See https://www.rapids.science/latest/features/phone-messages/ # See https://www.rapids.science/latest/features/phone-messages/
PHONE_MESSAGES: PHONE_MESSAGES:
CONTAINER: messages CONTAINER: sms
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
MESSAGES_TYPES : [received, sent] MESSAGES_TYPES : [received, sent]
FEATURES: FEATURES:
received: [count, distinctcontacts, timefirstmessage, timelastmessage, countmostfrequentcontact] received: [count, distinctcontacts, timefirstmessage, timelastmessage, countmostfrequentcontact]
@ -293,7 +314,7 @@ PHONE_SCREEN:
CONTAINER: screen CONTAINER: screen
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
REFERENCE_HOUR_FIRST_USE: 0 REFERENCE_HOUR_FIRST_USE: 0
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 360 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 360 # in minutes, set to 0 to disable
@ -315,12 +336,13 @@ PHONE_WIFI_VISIBLE:
CONTAINER: wifi CONTAINER: wifi
PROVIDERS: PROVIDERS:
RAPIDS: RAPIDS:
COMPUTE: False COMPUTE: True
FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"] FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
SRC_SCRIPT: src/features/phone_wifi_visible/rapids/main.R SRC_SCRIPT: src/features/phone_wifi_visible/rapids/main.R
######################################################################################################################## ########################################################################################################################
# FITBIT # # FITBIT #
######################################################################################################################## ########################################################################################################################
@ -484,13 +506,13 @@ EMPATICA_ACCELEROMETER:
FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"] FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
SRC_SCRIPT: src/features/empatica_accelerometer/dbdp/main.py SRC_SCRIPT: src/features/empatica_accelerometer/dbdp/main.py
CR: CR:
COMPUTE: False COMPUTE: True
FEATURES: ["totalMagnitudeBand", "absoluteMeanBand", "varianceBand"] # Acc features FEATURES: ["totalMagnitudeBand", "absoluteMeanBand", "varianceBand"] # Acc features
WINDOWS: WINDOWS:
COMPUTE: True COMPUTE: True
WINDOW_LENGTH: 15 # specify window length in seconds WINDOW_LENGTH: 15 # specify window length in seconds
SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows'] SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows']
STANDARDIZE_FEATURES: False STANDARDIZE_FEATURES: True
SRC_SCRIPT: src/features/empatica_accelerometer/cr/main.py SRC_SCRIPT: src/features/empatica_accelerometer/cr/main.py
@ -512,14 +534,14 @@ EMPATICA_TEMPERATURE:
FEATURES: ["maxtemp", "mintemp", "avgtemp", "mediantemp", "modetemp", "stdtemp", "diffmaxmodetemp", "diffminmodetemp", "entropytemp"] FEATURES: ["maxtemp", "mintemp", "avgtemp", "mediantemp", "modetemp", "stdtemp", "diffmaxmodetemp", "diffminmodetemp", "entropytemp"]
SRC_SCRIPT: src/features/empatica_temperature/dbdp/main.py SRC_SCRIPT: src/features/empatica_temperature/dbdp/main.py
CR: CR:
COMPUTE: False COMPUTE: True
FEATURES: ["maximum", "minimum", "meanAbsChange", "longestStrikeAboveMean", "longestStrikeBelowMean", FEATURES: ["maximum", "minimum", "meanAbsChange", "longestStrikeAboveMean", "longestStrikeBelowMean",
"stdDev", "median", "meanChange", "sumSquared", "squareSumOfComponent", "sumOfSquareComponents"] "stdDev", "median", "meanChange", "sumSquared", "squareSumOfComponent", "sumOfSquareComponents"]
WINDOWS: WINDOWS:
COMPUTE: True COMPUTE: True
WINDOW_LENGTH: 300 # specify window length in seconds WINDOW_LENGTH: 300 # specify window length in seconds
SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows'] SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows']
STANDARDIZE_FEATURES: False STANDARDIZE_FEATURES: True
SRC_SCRIPT: src/features/empatica_temperature/cr/main.py SRC_SCRIPT: src/features/empatica_temperature/cr/main.py
# See https://www.rapids.science/latest/features/empatica-electrodermal-activity/ # See https://www.rapids.science/latest/features/empatica-electrodermal-activity/
@ -541,7 +563,7 @@ EMPATICA_ELECTRODERMAL_ACTIVITY:
COMPUTE: True COMPUTE: True
WINDOW_LENGTH: 60 # specify window length in seconds WINDOW_LENGTH: 60 # specify window length in seconds
SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', count_windows, eda_num_peaks_non_zero] SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', count_windows, eda_num_peaks_non_zero]
STANDARDIZE_FEATURES: False STANDARDIZE_FEATURES: True
IMPUTE_NANS: False IMPUTE_NANS: False
SRC_SCRIPT: src/features/empatica_electrodermal_activity/cr/main.py SRC_SCRIPT: src/features/empatica_electrodermal_activity/cr/main.py
@ -554,14 +576,14 @@ EMPATICA_BLOOD_VOLUME_PULSE:
FEATURES: ["maxbvp", "minbvp", "avgbvp", "medianbvp", "modebvp", "stdbvp", "diffmaxmodebvp", "diffminmodebvp", "entropybvp"] FEATURES: ["maxbvp", "minbvp", "avgbvp", "medianbvp", "modebvp", "stdbvp", "diffmaxmodebvp", "diffminmodebvp", "entropybvp"]
SRC_SCRIPT: src/features/empatica_blood_volume_pulse/dbdp/main.py SRC_SCRIPT: src/features/empatica_blood_volume_pulse/dbdp/main.py
CR: CR:
COMPUTE: False COMPUTE: True
FEATURES: ['meanHr', 'ibi', 'sdnn', 'sdsd', 'rmssd', 'pnn20', 'pnn50', 'sd', 'sd2', 'sd1/sd2', 'numRR', # Time features FEATURES: ['meanHr', 'ibi', 'sdnn', 'sdsd', 'rmssd', 'pnn20', 'pnn50', 'sd', 'sd2', 'sd1/sd2', 'numRR', # Time features
'VLF', 'LF', 'LFnorm', 'HF', 'HFnorm', 'LF/HF', 'fullIntegral'] # Freq features 'VLF', 'LF', 'LFnorm', 'HF', 'HFnorm', 'LF/HF', 'fullIntegral'] # Freq features
WINDOWS: WINDOWS:
COMPUTE: True COMPUTE: True
WINDOW_LENGTH: 300 # specify window length in seconds WINDOW_LENGTH: 300 # specify window length in seconds
SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows', 'hrv_num_windows_non_nan'] SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows', 'hrv_num_windows_non_nan']
STANDARDIZE_FEATURES: False STANDARDIZE_FEATURES: True
SRC_SCRIPT: src/features/empatica_blood_volume_pulse/cr/main.py SRC_SCRIPT: src/features/empatica_blood_volume_pulse/cr/main.py
# See https://www.rapids.science/latest/features/empatica-inter-beat-interval/ # See https://www.rapids.science/latest/features/empatica-inter-beat-interval/
@ -573,7 +595,7 @@ EMPATICA_INTER_BEAT_INTERVAL:
FEATURES: ["maxibi", "minibi", "avgibi", "medianibi", "modeibi", "stdibi", "diffmaxmodeibi", "diffminmodeibi", "entropyibi"] FEATURES: ["maxibi", "minibi", "avgibi", "medianibi", "modeibi", "stdibi", "diffmaxmodeibi", "diffminmodeibi", "entropyibi"]
SRC_SCRIPT: src/features/empatica_inter_beat_interval/dbdp/main.py SRC_SCRIPT: src/features/empatica_inter_beat_interval/dbdp/main.py
CR: CR:
COMPUTE: False COMPUTE: True
FEATURES: ['meanHr', 'ibi', 'sdnn', 'sdsd', 'rmssd', 'pnn20', 'pnn50', 'sd', 'sd2', 'sd1/sd2', 'numRR', # Time features FEATURES: ['meanHr', 'ibi', 'sdnn', 'sdsd', 'rmssd', 'pnn20', 'pnn50', 'sd', 'sd2', 'sd1/sd2', 'numRR', # Time features
'VLF', 'LF', 'LFnorm', 'HF', 'HFnorm', 'LF/HF', 'fullIntegral'] # Freq features 'VLF', 'LF', 'LFnorm', 'HF', 'HFnorm', 'LF/HF', 'fullIntegral'] # Freq features
PATCH_WITH_BVP: True PATCH_WITH_BVP: True
@ -581,7 +603,7 @@ EMPATICA_INTER_BEAT_INTERVAL:
COMPUTE: True COMPUTE: True
WINDOW_LENGTH: 300 # specify window length in seconds WINDOW_LENGTH: 300 # specify window length in seconds
SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows', 'hrv_num_windows_non_nan'] SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'nlargest', 'nsmallest', 'count_windows', 'hrv_num_windows_non_nan']
STANDARDIZE_FEATURES: False STANDARDIZE_FEATURES: True
SRC_SCRIPT: src/features/empatica_inter_beat_interval/cr/main.py SRC_SCRIPT: src/features/empatica_inter_beat_interval/cr/main.py
# See https://www.rapids.science/latest/features/empatica-tags/ # See https://www.rapids.science/latest/features/empatica-tags/

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