Upload 4 files
Browse files- .gitattributes +1 -0
- best_model.keras +3 -0
- best_params_and_metrics.json +76 -0
- imputer.joblib +3 -0
- scaler.joblib +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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best_model.keras filter=lfs diff=lfs merge=lfs -text
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best_model.keras
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version https://git-lfs.github.com/spec/v1
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oid sha256:35d613288fe45cdc5ec8cddcb2bf7197aba13a5f1cca6fcb7c50836dd973ca62
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size 1230064
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best_params_and_metrics.json
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{
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"run_tag": "5class_coral_V7",
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"seed": 9369,
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"stamp": "20251022_122854",
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"groups_order": [
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"Top",
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"Mid-Top",
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"Mid",
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"Mid-Low",
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"Low"
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],
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"n_features": 21,
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"splits": {
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"test_size": 0.3,
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"val_size_of_train": 0.2
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},
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"holdout": {
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"accuracy": 0.875,
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"logloss": 0.30551979454213046
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},
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"best_hyperparams": {
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"n_hidden": 4,
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"batchnorm": true,
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"activation": "tanh",
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"l2": 7.315256377747453e-07,
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"units_1": 232,
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"dropout_1": 0.1,
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"lr": 0.0011140106851395951,
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"units_2": 144,
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"dropout_2": 0.25,
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"units_3": 168,
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"dropout_3": 0.25,
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"units_4": 176,
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"dropout_4": 0.0,
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"units_5": 216,
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"dropout_5": 0.15000000000000002,
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"units_6": 104,
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"dropout_6": 0.35000000000000003,
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"units_7": 200,
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"dropout_7": 0.15000000000000002,
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"units_8": 8,
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"dropout_8": 0.0,
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"units_9": 216,
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"dropout_9": 0.0,
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"units_10": 128,
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"dropout_10": 0.2,
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"tuner/epochs": 60,
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"tuner/initial_epoch": 0,
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"tuner/bracket": 0,
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"tuner/round": 0
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},
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"ordinal": true,
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"feature_order": [
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"autosuf_oper",
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"improductiva",
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"gastos_fin_over_avg_cart",
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"_equity",
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"grado_absorcion",
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"_cartera_bruta",
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"gastos_oper_over_ing_oper",
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"cartera_vencida_ratio",
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"roe_pre_tax",
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"_assets",
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"_liab",
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"equity_over_assets",
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"_margen_bruto",
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"prov_over_cartera",
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"gastos_oper_over_cart",
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"ing_cartera_over_ing_total",
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"debt_to_equity",
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"prov_gasto_over_cart",
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"cov_improductiva",
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"rend_cart_over_avg_cart",
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"roa_pre_tax"
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]
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}
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imputer.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:051ccc58caca8fd4c3d8d339cb6b1f928558331f65f138d4337494e916e4a73e
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size 655
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scaler.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:63b2e1b32acbd421867c65ca26b17db47608d298ecc6a335e8c1f39f87bee0ab
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size 1103
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