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fix

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This commit is contained in:
Szymon Bartanowicz 2024-05-14 23:19:35 +02:00
parent a3da4f5c76
commit a3b003c422
1 changed files with 3 additions and 2 deletions
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5
model.py
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@ -21,7 +21,8 @@ preprocessor = ColumnTransformer(
transformers=[ transformers=[
('num', StandardScaler(), ['Age', 'BodyweightKg']), ('num', StandardScaler(), ['Age', 'BodyweightKg']),
('cat', OneHotEncoder(), ['Sex']) ('cat', OneHotEncoder(), ['Sex'])
] ],
remainder='passthrough'
) )
pipeline = Pipeline(steps=[ pipeline = Pipeline(steps=[
@ -38,6 +39,6 @@ pipeline['model'].compile(optimizer='adam', loss='mse', metrics=['mae'])
X_train_excluded = X_train.iloc[1:] X_train_excluded = X_train.iloc[1:]
y_train_excluded = y_train.iloc[1:] y_train_excluded = y_train.iloc[1:]
pipeline.fit(X_train_excluded, y_train_excluded, model__epochs=10, model__validation_split=0.1) pipeline.fit(X_train_excluded, y_train_excluded, model__epochs=int(sys.argv[1]), model__validation_split=0.1)
pipeline['model'].save('powerlifting_model.h5') pipeline['model'].save('powerlifting_model.h5')