110 lines
2.7 KiB
YAML
110 lines
2.7 KiB
YAML
database:
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path: "/home/edgekit/MSY_FS/databases/database.sqlite"
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table: feature_table
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key: _Id
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model:
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path: "/home/edgekit/MSY_FS/fahrsimulator_msy2526_ai/predict_pipeline/xgb_model_3_groupK.joblib"
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scaler:
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use_scaling: true
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path: "/home/edgekit/MSY_FS/fahrsimulator_msy2526_ai/predict_pipeline/normalizer_min_max_global.pkl"
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mqtt:
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enabled: true
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host: "141.75.215.233"
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port: 1883
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topic: "PREDICTION"
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client_id: "jetson-board"
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qos: 0
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retain: false
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# username: ""
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# password: ""
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tls:
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enabled: false
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# ca_cert: ""
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# client_cert: ""
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# client_key: ""
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publish_format:
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result_key: prediction # where to store the predicted value in payload
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include_metadata: true # e.g., timestamps, rowid, etc.
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sample:
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columns:
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- _Id
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- start_time
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- FACE_AU01_mean
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- FACE_AU02_mean
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- FACE_AU04_mean
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- FACE_AU05_mean
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- FACE_AU06_mean
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- FACE_AU07_mean
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- FACE_AU09_mean
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- FACE_AU10_mean
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- FACE_AU11_mean
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- FACE_AU12_mean
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- FACE_AU14_mean
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- FACE_AU15_mean
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- FACE_AU17_mean
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- FACE_AU20_mean
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- FACE_AU23_mean
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- FACE_AU24_mean
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- FACE_AU25_mean
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- FACE_AU26_mean
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- FACE_AU28_mean
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- FACE_AU43_mean
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- Fix_count_short_66_150
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- Fix_count_medium_300_500
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- Fix_count_long_gt_1000
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- Fix_count_100
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- Fix_mean_duration
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- Fix_median_duration
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- Sac_count
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- Sac_mean_amp
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- Sac_mean_dur
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- Sac_median_dur
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- Blink_count
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- Blink_mean_dur
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- Blink_median_dur
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- Pupil_mean
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- Pupil_IPA
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fill_nan_with_median: true
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discard_if_all_nan: true
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fallback:
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FACE_AU01_mean: 0.7645230925040001
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FACE_AU02_mean: 0.731433810144
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FACE_AU04_mean: 0.19544571909800001
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FACE_AU05_mean: 0.5459417841199999
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FACE_AU06_mean: 0.11525241050400001
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FACE_AU07_mean: 0.012
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FACE_AU09_mean: 0.1025071305288
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FACE_AU10_mean: 0.018860388261559197
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FACE_AU11_mean: 0.4
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FACE_AU12_mean: 0.06147405784940001
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FACE_AU14_mean: 0.3035830324256
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FACE_AU15_mean: 0.429531116458
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FACE_AU17_mean: 0.59837751402
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FACE_AU20_mean: 0.0
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FACE_AU23_mean: 0.36847432157119997
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FACE_AU24_mean: 0.460720551004
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FACE_AU25_mean: 0.08549070376580001
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FACE_AU26_mean: 0.15669224557279998
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FACE_AU28_mean: 0.4071362423348
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FACE_AU43_mean: 0.10835549767080001
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Fix_count_short_66_150: 1.0
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Fix_count_medium_300_500: 0.0
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Fix_count_long_gt_1000: 0.0
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Fix_count_100: 1.0
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Fix_mean_duration: 60.869565217391305
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Fix_median_duration: 40.0
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Sac_count: 98.0
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Sac_mean_amp: 0.12010199338955968
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Sac_mean_dur: 263.5705727294512
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Sac_median_dur: 160.0
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Blink_count: 14.0
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Blink_mean_dur: 0.38857142857142857
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Blink_median_dur: 0.2
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Pupil_mean: 3.2823675201416016
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Pupil_IPA: 0.0036347377340156025 |