Emeron MarcelleforEmeron's Blogemerondomain.hashnode.dev·Sep 22, 2024Model Selection in Machine Learning: GridSearchCV, RandomizedSearchCV, and TPOTIn machine learning, selecting the right model and tuning its hyperparameters is a critical step toward achieving optimal performance. Several techniques exist to assist in this process, ranging from exhaustive searches like GridSearchCV to more rand...Discussrandomsearchcv
Ojo TimilehinforCampeone's blogcampeone.hashnode.dev·Sep 12, 2024AUC-ROC Curve: A Comprehensive Guide to Model Selection in Machine LearningIntroduction There are a few Machine Learning (ML) algorithms to choose from when building an ML model. Different ML algorithms perform differently on the same dataset due to differences in algorithm complexity, bias-variance tradeoff, nature of data...DiscussAUCROCCurve
Md Shahriyar Al Mustakim Mitulformitul-shahriyar.hashnode.dev·Aug 8, 2024Machine Learning : Model Selection Techniques, XGBoost (Part 34)Till now, we have been dividing our main dataset to Training Set and Test set Let's now split the Training set to 10 parts Then what we're going to do is we're going to train the data on nine of these folds and keep one fold as an unseen fold for v...DiscussML Model selection
