118 lines
2.3 KiB
YAML
118 lines
2.3 KiB
YAML
database:
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path: "C:\\repo\\Fahrsimulator_MSY2526_AI\\predict_pipeline\\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: "C:\\repo\\Fahrsimulator_MSY2526_AI\\files_for_testing\\xgb_model_3_groupK.joblib"
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scaler:
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use_scaling: False
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path = "C:"
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mqtt:
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enabled: true
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host: "localhost"
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port: 1883
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topic: "ml/predictions"
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client_id: "predictor-01"
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qos: 1
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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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- start_time: 0
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- FACE_AU01_mean: 0.5
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- FACE_AU02_mean: 0.5
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- FACE_AU04_mean: 0.5
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- FACE_AU05_mean: 0.5
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- FACE_AU06_mean: 0.5
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- FACE_AU07_mean: 0.5
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- FACE_AU09_mean: 0.5
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- FACE_AU10_mean: 0.5
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- FACE_AU11_mean: 0.5
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- FACE_AU12_mean: 0.5
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- FACE_AU14_mean: 0.5
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- FACE_AU15_mean: 0.5
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- FACE_AU17_mean: 0.5
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- FACE_AU20_mean: 0.5
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- FACE_AU23_mean: 0.5
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- FACE_AU24_mean: 0.5
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- FACE_AU25_mean: 0.5
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- FACE_AU26_mean: 0.5
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- FACE_AU28_mean: 0.5
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- FACE_AU43_mean: 0.5
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- Fix_count_short_66_150: 2
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- Fix_count_medium_300_500: 2
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- Fix_count_long_gt_1000: 2
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- Fix_count_100: 2
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- Fix_mean_duration: 100
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- Fix_median_duration: 100
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- Sac_count: 2
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- Sac_mean_amp: 2
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- Sac_mean_dur: 100
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- Sac_median_dur: 100
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- Blink_count: 2
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- Blink_mean_dur: 2
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- Blink_median_dur: 2
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- Pupil_mean: 2
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- Pupil_IPA: 2
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