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RIDGEStudentPerformance.Data
zany5666/RIDGEStudentPerformance.Data
RIDGEStudentPerformance.Data is a machine learning model from zany5666. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Updated May 5, 2024
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At a glance
- Access
- Public
- Created
- May 5, 2024
- Updated
- May 5, 2024
- SHA
- d50b9501
Model card
From the Hugging Face model README
from sklearn.linear_model import Ridge
Training the model
ridge_model = Ridge(alpha=1.0, random_state=42) # alpha is the regularization strength ridge_model.fit(X_train_scaled, y_train)
Predictions
y_pred_ridge = ridge_model.predict(X_test_scaled)
Model evaluation
mse_ridge = mean_squared_error(y_test, y_pred_ridge) print("Mean Squared Error (Ridge Regression):", mse_ridge)
- Created
- May 5, 2024
- Updated
- May 5, 2024