This is a repository for studying machine learning.
- confusion matrix
- accuracy
- precision
- recall
- f1 score
- roc_auc
- decision tree
- ensemble model
- random forest
- gradient boosting
- xgboost
- lightgbm
- stacking with ensemble model
- hyperparameter tuning
- grid search
- random search
- bayesian optimization
- gradient descent
- linear regression
- ridge regression
- lasso regression
- logistic regression
- tree regression