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289 Commits (7832d7d098cc0acc501a79a5a03a3f6985626d5e)

Author SHA1 Message Date
Meng Li 8c8378f74a Split modeling module into two rules; Add RandomOverSampler for resampling; Add log; Fix bug of AUC 2020-05-15 18:42:03 -04:00
Meng Li 5fab99d8df Add one rule to calculate the ratio of cells with missing values for cleaned features 2020-05-15 18:25:07 -04:00
Meng Li 6e99e69f8c Save cleaned features with different data cleaning threasholds under different folders 2020-05-15 17:59:14 -04:00
Meng Li 915bdd04b1 Parse Fitbit summary and intraday data; Extract Fitbit daily features from summary data 2020-05-15 17:51:00 -04:00
JulioV c30bf4d24f
Update renv.snakefile 2020-05-06 18:00:44 -04:00
JulioV f0674122ff Replace packrat with renv 2020-05-01 19:46:04 -04:00
Meng Li 7cbb227214 Add modeling module 2020-04-29 18:53:54 -04:00
Meng Li 9ddb50ed59 Split days threshold of data cleaning into days_before_surgery and days_after_discharge 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-29 14:37:40 -04:00
Meng Li 490599c742 Implement AR features for iOS 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-20 18:05:54 -04:00
Meng Li 5696b4f6d4 Add merge module for demographic features and target 2020-04-16 14:20:16 -04:00
Meng Li eac721de84 Add demographic_features and targets module; refactor analysis code 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-16 12:38:28 -04:00
JulioV 010114c1aa Add wifi features 2020-04-13 13:24:52 -04:00
Mingze Cao 8cc93c8791 Refactor battery feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 15:06:25 -05:00
Mingze Cao 2d7d3bfccf Refactor location_barnett features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 12:20:39 -05:00
Mingze Cao c2fbc3ad7a Refactor sms feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 15:02:58 -05:00
Mingze Cao 97c83caebc Refactor fitbit_heartrate feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 14:31:43 -05:00
Mingze Cao a53ba242f8 Refactor google_activity_recognition feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:36:36 -05:00
Mingze Cao 0809001dfa Refactor light features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:02:53 -05:00
Mingze Cao f46e8c0666 Refactor applications_foreground features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 12:31:43 -05:00
Mingze Cao d1c38016de Refactor call features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:51:18 -05:00
Mingze Cao e0d19cbc1b Refactor screen features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:05:16 -05:00
Mingze Cao 3986f4e185 Refactor fitbit_step features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 16:03:45 -05:00
Mingze Cao 595bdd6f5b Refactor bluetooth features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 12:07:09 -05:00
Mingze Cao 6045df494d Modify the Accelerometer ‘Metrics’ to Accelerometer ‘Features’ 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-02 16:36:28 -05:00
Meng Li ea46df63d5 Get targets 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-26 17:27:23 -04:00
JulioV 0e173872df Refactor select_days_to_analyse, fix merge bugs, add clean metrics for model 2020-03-17 21:15:53 -04:00
Meng Li 7c240a9613 Select days to analyse 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-17 17:26:30 -04:00
JulioV 3d4c26754e Rename merge metrics for models and add filter valid sensed days 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-03-12 17:31:46 -04:00
Meng Li b23bb0e402 Add INCLUDE_ZERO_STEP_ROWS flag for step sensor 2020-03-09 15:59:51 -04:00
Meng Li aba9f13332 Add merge metrics module for analysis rules 2020-03-09 13:32:14 -04:00
JulioV 12ceb87090 Merge branch 'master' of https://github.com/carissalow/rapids 2020-03-05 10:32:46 -05:00
JulioV ccc283db16 Add day segment parameter to location barnett rule 2020-03-05 10:32:38 -05:00
Meng Li c8b7275084 Add firstuseafterTIME feature for screen sensor 2020-03-04 12:21:36 -05:00
Meng Li 85f4ec2ab6 Delete screen event features and add countepisode and episodepersensedminutes 2020-03-03 17:31:15 -05:00
JulioV c7bc430425 Add priority to download participants rule 2020-03-03 11:08:18 -05:00
JulioV 619a6e6e2b Fix screen delta extraction for iOS and Android 2020-03-02 19:26:20 -05:00
Meng Li fa9029b090 Add overall compliance heatmap for last 7 days 2020-02-25 13:27:17 -05:00
JulioV f22d1834ee Add metric filter to barnett location features 2020-02-21 10:58:35 -05:00
Meng Li 579df6325f Add date filter for download_dataset 2020-02-20 15:51:22 -05:00
Meng Li 3369a97d0e Add device_id and label to heatmaps 2020-02-20 10:16:03 -05:00
Meng Li 76888b412d Add label and dates for external files 2020-02-18 16:41:10 -05:00
JulioV 6bbc916702 Add download_participants functionality 2020-02-10 16:45:34 -05:00
Meng Li 0840235280 Add applications_foreground features 2020-02-07 11:52:55 -05:00
Meng Li 770764ec8a Add heartrate features 2020-02-07 11:35:15 -05:00
Meng Li 3d13940bd3 Fixed heatmap issue#27 2020-02-07 11:14:19 -05:00
Echhit Joshi d82fa0d217 Add Fitbit steps feature extraction 2020-01-29 16:22:53 -05:00
JulioV 4aec2c4032 Combine all fitbit sensors in one script and one rule 2020-01-16 17:20:04 -05:00
JulioV 9d00f14f7f Add category (genre) to foreground apps 2020-01-15 18:28:56 -05:00
Meng Li 34c4586e4d Add fitbit raw data and datetime 2020-01-15 17:18:10 -05:00
Meng Li ad514b5d40 Add accelerometer features 2020-01-15 14:15:24 -05:00
Meng Li 2b4e29ce6e Add light features 2020-01-14 09:51:39 -05:00
JulioV 3fbc1b5b92 Add html compliance report 2019-12-18 15:23:42 -05:00
JulioV c411f99cc6 Add clean rule and packrat snakemake file 2019-12-18 00:28:23 -05:00
JulioV cb2ee1ec82 Add switch to barnet_locations.R to use all, all except fused or resample fused locations 2019-12-09 19:15:10 -05:00
JulioV 0ba88203f4 Add resampling for fused location 2019-12-09 18:23:00 -05:00
JulioV 6a79fbe1e8 Fix bug in iOS battery (different status compared to Android) 2019-12-05 16:24:05 -05:00
Meng Li a4e39ad451 Add bin_size parameter for compliance_heatmap and screen_metrics 2019-12-05 11:07:40 -05:00
Meng Li 4390979143 Add unlocksperminute feature and remove countdiff for screen sensor 2019-12-04 16:04:37 -05:00
Meng Li 975dc80c4b Change the input of compliance_heatmap.py 2019-12-04 15:32:20 -05:00
JulioV 15a9e33728 Add phone sensed bins (sensor row count for every n min bin) 2019-12-04 11:33:25 -05:00
Meng Li c7ca35d13e Fixed issue #17 and #18 2019-12-02 11:22:50 -05:00
Echhit Joshi 80376f0c35 Add Episodes GAR Metrics 2019-11-27 18:06:31 -05:00
JulioV e6d418cd14 Add google activity recognition deltas 2019-11-27 15:53:37 -05:00
JulioV 9750353f5b Add screen deltas 2019-11-27 15:27:48 -05:00
Meng Li 71e4ab3e5c Extract screen features 2019-11-27 14:25:17 -05:00
Meng Li 99d387a7a4 Add day epochs to battery metrics and fix some of them 2019-11-25 12:53:32 -05:00
Echhit Joshi c5a0c1e0d6 Updated G_A_R features with epochs 2019-11-18 14:22:08 -05:00
JulioV e4008765d3 Make calls work with the unified log 2019-11-12 15:12:43 -05:00
JulioV bea791a106 Add unify ios and android rule and script 2019-11-12 14:57:27 -05:00
Meng Li 54d8084db6 Add battery daily features and daily consumption rate plot 2019-11-08 12:18:21 -05:00
JulioV c4291620c7 Rename call metrics R script 2019-11-06 15:43:41 -05:00
JulioV cf9de4dedd Refactor sms metrics to produce a single file 2019-11-06 15:38:08 -05:00
JulioV 1d1c8e6bf1 Refactor call features to produce a single file 2019-11-06 14:47:33 -05:00
JulioV 79e126bc92 Rename activity recognition rule and script and update conda env 2019-11-06 14:46:23 -05:00
JulioV 9d397a7c71 Merge branch 'master' of https://github.com/JulioV/moshi-aware 2019-11-06 14:26:59 -05:00
Echhit Joshi bdbb1904c2 Add google activity recognition features 2019-11-06 13:34:47 -05:00
JulioV 09ed38d0e7 Change barnett location features file name 2019-11-06 12:32:35 -05:00
JulioV 911e183c26 Add bluetooth features 2019-11-06 12:19:30 -05:00
JulioV 13a6537b14 Add Barnett's location features 2019-11-05 15:17:20 -05:00
JulioV cca1633728 Add valid sensed days 2019-11-05 12:34:22 -05:00
JulioV 8030624e0a Add battery deltas 2019-11-05 10:47:55 -05:00
Meng Li c177b393b9 Refactor row heatmap and add all sensors compliance 2019-11-01 14:26:51 -04:00
Meng Li eb1a307dc4 Merge branch 'master' of https://github.com/JulioV/moshi-aware 2019-10-25 11:15:49 -04:00
Meng Li 1952098888 Add row count heatmap 2019-10-25 11:12:55 -04:00
JulioV 6287afcb4c Add call features 2019-10-25 10:21:09 -04:00
JulioV 202b881f34 Modularise config for download and readable datetime rules 2019-10-24 17:27:00 -04:00
JulioV ca5e8b6a34 Add communication sms metrics 2019-10-24 16:27:43 -04:00
JulioV 2fdf23e0af Add readable time script 2019-10-24 16:08:05 -04:00
JulioV 1b1799f9d8 Added dataset download rule 2019-10-24 12:11:24 -04:00