Machine Learning in Plain EnglishLesson 16 — Machine Learning: Cross-Validation and Model SelectionCross-validation and model selection are important techniques for assessing and improving the performance of machine learning models. In…Apr 11, 2023
InTowards Data SciencebyKSV MuralidharWhat is Stratified Cross-Validation in Machine Learning?This article explains stratified cross-validation and it’s implementation in Python using Scikit-Learn. This article assumes the reader to…Feb 14, 20211
AI Maverickleave-out Vs KFoldIn machine learning, a “splitter” refers to a tool or technique that is used to split a dataset into separate subsets for training and…Mar 21, 2023Mar 21, 2023
InAnalytics VidhyabyAmit UpadhyayClassification In Machine LearningClassification topics covered in this story are:Jul 16, 2020Jul 16, 2020
Machine Learning in Plain EnglishLesson 16 — Machine Learning: Cross-Validation and Model SelectionCross-validation and model selection are important techniques for assessing and improving the performance of machine learning models. In…Apr 11, 2023
InTowards Data SciencebyKSV MuralidharWhat is Stratified Cross-Validation in Machine Learning?This article explains stratified cross-validation and it’s implementation in Python using Scikit-Learn. This article assumes the reader to…Feb 14, 20211
AI Maverickleave-out Vs KFoldIn machine learning, a “splitter” refers to a tool or technique that is used to split a dataset into separate subsets for training and…Mar 21, 2023
InAnalytics VidhyabyAmit UpadhyayClassification In Machine LearningClassification topics covered in this story are:Jul 16, 2020
InTowards Data SciencebyChiara LedesmaSpatial cross-validation using scikit-learnImplementing cross-validation for datasets with spatial autocorrelation using scikit-learnApr 15, 20212
Giorgio MartinezCross Validation in a nutshell, with examplesCross-validation is a resampling procedure used to evaluate the performance of machine learning models. It involves dividing the dataset…Dec 29, 2022
InTowards Data SciencebyJoão Paulo FigueiraStratified K-Fold Cross-Validation on Grouped DatasetsThis article explains how to use optimization to perform stratified K-Fold cross-validation on a grouped datasetOct 13, 2022