The code The code uses the LightGBM library to extract feature importance from a trained model. It also uses NumPy for numerical operations. The type of code 2024-12-16 12:15:48 10 views
pandas numpy This function calculates the feature importance of a LightGBM model and returns it as a DataFrame. Function 2024-12-16 12:15:41 10 views
The package This function uses the LightGBM library to train a binary classification model, including data splitting, model training, and prediction. The type of code 2024-12-16 12:15:07 10 views
The package This function uses the LightGBM library to perform regression prediction on Boston housing prices. It first creates a training dataset, defines model parameters, and then trains the model to make predictions on test data. The type of code 2024-12-16 12:14:08 10 views
LightGBM NumPy This function uses the LightGBM library to train a classification model. It accepts the training dataset X_train and labels y_train as inputs, and returns the trained LightGBM model. The type of code 2024-12-16 12:13:38 6 views
LightGBM numpy This function uses the LightGBM library to train and predict a random forest model for multiclass classification. It first creates training and test datasets, then specifies model parameters, trains the model, and makes predictions on the test set. The type of code 2024-12-16 12:13:37 6 views
LightGBM NumPy This function trains a LightGBM model for binary classification using the provided training data and a set of parameters such as the number of leaves, maximum depth, learning rate, and number of estimators. Machine learning 2024-12-16 12:13:07 5 views
LightGBM This function uses a trained LightGBM model to predict the outcome of new input data. Function 2024-12-16 12:12:40 5 views
LightGBM This function uses a LightGBM model to predict the labels of a given dataset and returns the predictions. Prediction function 2024-12-16 12:12:28 4 views
LightGBM This function uses the LightGBM library to predict the class or value for a given set of features using a trained LightGBM model and returns the prediction result. Prediction function 2024-12-16 12:11:31 3 views
