From 212cf300f8fa562b9a6138de548b8621f5222bf7 Mon Sep 17 00:00:00 2001 From: Primoz Date: Tue, 14 Jun 2022 15:09:14 +0000 Subject: [PATCH] Debugging EDA signal - preliminary step for imputation. --- config.yaml | 8 ++--- eda_windows_p01_window_non_zero.png | Bin 0 -> 100008 bytes maxPeakAmplitudeChangeBefore.png | Bin 0 -> 100014 bytes src/features/cr_features_helper_methods.py | 4 +-- tests/scripts/zero_vals.py | 39 ++++++++++++++++----- 5 files changed, 37 insertions(+), 14 deletions(-) create mode 100644 eda_windows_p01_window_non_zero.png create mode 100644 maxPeakAmplitudeChangeBefore.png diff --git a/config.yaml b/config.yaml index 7f235b12..3d164496 100644 --- a/config.yaml +++ b/config.yaml @@ -484,7 +484,7 @@ EMPATICA_ACCELEROMETER: FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"] SRC_SCRIPT: src/features/empatica_accelerometer/dbdp/main.py CR: - COMPUTE: True + COMPUTE: False FEATURES: ["totalMagnitudeBand", "absoluteMeanBand", "varianceBand"] # Acc features WINDOWS: COMPUTE: True @@ -512,7 +512,7 @@ EMPATICA_TEMPERATURE: FEATURES: ["maxtemp", "mintemp", "avgtemp", "mediantemp", "modetemp", "stdtemp", "diffmaxmodetemp", "diffminmodetemp", "entropytemp"] SRC_SCRIPT: src/features/empatica_temperature/dbdp/main.py CR: - COMPUTE: True + COMPUTE: False FEATURES: ["maximum", "minimum", "meanAbsChange", "longestStrikeAboveMean", "longestStrikeBelowMean", "stdDev", "median", "meanChange", "sumSquared", "squareSumOfComponent", "sumOfSquareComponents"] WINDOWS: @@ -553,7 +553,7 @@ EMPATICA_BLOOD_VOLUME_PULSE: FEATURES: ["maxbvp", "minbvp", "avgbvp", "medianbvp", "modebvp", "stdbvp", "diffmaxmodebvp", "diffminmodebvp", "entropybvp"] SRC_SCRIPT: src/features/empatica_blood_volume_pulse/dbdp/main.py CR: - COMPUTE: True + COMPUTE: False 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 WINDOWS: @@ -572,7 +572,7 @@ EMPATICA_INTER_BEAT_INTERVAL: FEATURES: ["maxibi", "minibi", "avgibi", "medianibi", "modeibi", "stdibi", "diffmaxmodeibi", "diffminmodeibi", "entropyibi"] SRC_SCRIPT: src/features/empatica_inter_beat_interval/dbdp/main.py CR: - COMPUTE: True + COMPUTE: False 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 PATCH_WITH_BVP: True diff --git a/eda_windows_p01_window_non_zero.png b/eda_windows_p01_window_non_zero.png new file mode 100644 index 0000000000000000000000000000000000000000..18afe5e80f73da72480128eb7b3276c45e5b2eff GIT binary patch literal 100008 zcmagG2|Sl;*FF9v$`n$fWK07hWN0!AiHd|o=8_Z{B10roC8@|z5mJVXQDlllhKeGT zOobAeDr5Su>#K8~^SJt!D7Y7S|oduKOGhySiIC+fsBbU7Z{pT^){E37oQZb~);JVv~fd zgwzHBJ6BgHm#rH&9{>9V5{}MCHnv)hmEc1dowN?PP$+DcKZI+UjE2VaX&Tw0W 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