Update default settings of example_config.yaml
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@ -36,7 +36,7 @@ PHONE_VALID_SENSED_BINS:
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PHONE_VALID_SENSED_DAYS:
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COMPUTE: False
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MIN_VALID_HOURS_PER_DAY: &min_valid_hours_per_day [16] # (out of 24) MIN_HOURS_PER_DAY
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MIN_VALID_HOURS_PER_DAY: &min_valid_hours_per_day [16, 20] # (out of 24) MIN_HOURS_PER_DAY
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MIN_VALID_BINS_PER_HOUR: &min_valid_bins_per_hour [6] # (out of 60min/BIN_SIZE bins)
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# Communication SMS features config, TYPES and FEATURES keys need to match
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@ -243,12 +243,12 @@ OVERALL_COMPLIANCE_HEATMAP:
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### Example Analysis ################################################################
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PARAMS_FOR_ANALYSIS:
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COMPUTE: False
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COMPUTE: True
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GROUNDTRUTH_TABLE: participant_info
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TARGET_TABLE: participant_target
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SOURCES: &sources ["phone_features", "fitbit_features", "phone_fitbit_features"]
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DAY_SEGMENTS: *day_segments
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PHONE_FEATURES: [accelerometer, activity_recognition, applications_foreground, battery, bluetooth, calls_incoming, calls_missed, calls_outgoing, conversation, light, location_doryab, messages_received, messages_sent, screen]
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PHONE_FEATURES: [accelerometer, activity_recognition, applications_foreground, battery, bluetooth, calls_incoming, calls_missed, calls_outgoing, conversation, light, location_doryab, messages_received, messages_sent, screen, wifi]
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FITBIT_FEATURES: [fitbit_heartrate, fitbit_step, fitbit_sleep]
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PHONE_FITBIT_FEATURES: "" # This array is merged in the input_merge_features_of_single_participant function in models.snakefile
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DEMOGRAPHIC_FEATURES: [age, gender, inpatientdays]
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@ -269,11 +269,11 @@ PARAMS_FOR_ANALYSIS:
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DAYS_AFTER_DISCHARGE: 5 #7
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# Cleaning Parameters
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COLS_NAN_THRESHOLD: [0.3] #[0.1, 0.3, 0.5]
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COLS_NAN_THRESHOLD: [0.1, 0.3]
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COLS_VAR_THRESHOLD: True
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ROWS_NAN_THRESHOLD: [0.3] #[0.1, 0.3, 0.5]
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PARTICIPANT_DAYS_BEFORE_THRESHOLD: 3 #7
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PARTICIPANT_DAYS_AFTER_THRESHOLD: 2 #4
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ROWS_NAN_THRESHOLD: [0.1, 0.3]
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PARTICIPANT_DAYS_BEFORE_THRESHOLD: 3
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PARTICIPANT_DAYS_AFTER_THRESHOLD: 3
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# Extract summarised features from daily features with any of the following substrings
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NUMERICAL_OPERATORS: ["count", "sum", "length", "avg", "restinghr"]
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