Add Model configuration
Browse files- config.json +57 -0
config.json
ADDED
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{
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"model_type": "sklearn-random-forest",
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"task": "multi-output-regression",
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"framework": "scikit-learn",
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"architecture": {
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"algorithm": "RandomForestRegressor",
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"n_estimators": 200,
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"max_depth": 20,
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"n_outputs": 11
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},
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"preprocessing": {
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"vectorizer": "TF-IDF",
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"max_features": 2000,
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"ngram_range": [
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1,
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3
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],
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"vocabulary_size": 2000
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},
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"input": {
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"type": "text",
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"description": "Course Outcome statement"
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},
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"output": {
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"type": "numerical",
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"shape": [
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11
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],
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"range": [
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0,
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3
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],
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"labels": [
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"PO1",
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"PO2",
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"PO3",
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"PO4",
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"PO5",
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"PO6",
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"PO7",
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"PO8",
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"PO9",
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"PO10",
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"PO11"
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]
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},
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"performance": {
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"test_mae": 0.522651525746333,
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"test_rmse": 0.6630719531874115,
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"test_r2": 0.4916317296880836
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},
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"training_info": {
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"date": "2025-11-19",
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"training_samples": 2100,
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"test_samples": 450
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}
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}
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