How to do Time-Series Cross-Validation in Machine Learning
How to do Time-Series Cross-Validation in Machine Learning is a short video to discuss the possibility and method used for Time-Series model cross-validation. Happy Learning !!
Cross-Validation
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Nested vs Non-nested Cross-Validation in Machine Learning
Nested vs Non-nested Cross-Validation in Machine Learning is a short video to discuss the difference between the Cross-Validation techniques such as Nested vs Non-nested in Machine Learning. Happy Learning !!
Top 10 Types of Cross-Validation in Machine Learning
Top 10 Types of Cross-Validation in Machine Learning is a short video to discuss various types of cross-validation techniques in machine learning and how they are different. The following types of cross-validations are discussed in this video: Leave-one-out cross-validation 2. Leave-p-out cross-validation 3. K-fold cross-validation 4. Stratified k-fold cross-validation 5. Holdout Cross-Validation 6. Repeated Random Sub-sampling Cross-Validation 7. Exhaustive cross-validation 8. Non-exhaustive…
Exhaustive vs Non-exhaustive Cross-Validation in Machine Learning
Exhaustive vs Non-exhaustive Cross-Validation in Machine Learning is a short video to discuss the two types of cross-validation techniques that we have in machine learning Happy Learning !!
How to use K-Fold Cross-Validation for Imbalanced Dataset
How to use K Fold Cross-Validation for Imbalanced Dataset is a short video to discuss cross-validation for Imbalanced Dataset. It requires the knowledge of Nested K-Fold Cross-Validation, Non-Nested K-Fold Cross-Validation, Stratified K-Fold Cross-Validation, Exhaustive Cross-Validation. Happy Learning !!
Cross-Validation Advantages and Disadvantages in Machine Learning
Cross-Validation Advantages and Disadvantages in Machine Learning is a short video to discuss the main Advantages and Disadvantages of the Cross-Validation technique in Machine Learning. Happy Learning !!
Cross-Validation in Machine Learning and K-fold Cross-Validation using Sklearn
Cross-Validation in Machine Learning for example K-fold Cross-Validation is a short video to describe what is Cross-Validation in Machine Learning, why do we need to do cross-validation, and how to do it using sklearn. Happy Learning !!