Archives for model performance metrics
The most used validation technique is K-Fold Cross-validation which involves splitting the training dataset into k folds. The first k-1 folds are used for training, and the remaining fold is held for testing, which is repeated for K-folds. A total of K folds are fit and evaluated, and the mean accuracy for all these folds is returned.
The post Hands-On Tutorial on Performance Measure of Stratified K-Fold Cross-Validation appeared first on Analytics India Magazine.
Data science teams are being set up in almost every office across departments. As a matter of fact, reports show a high adoption rate in India, especially after the pandemic. While these data teams have a lot of relevance, the cost of data scientists as a resource is very expensive. Stakeholders, therefore, want to know…
The post Efficient Ways To Measure The Performance Of Your Data Scientists appeared first on Analytics India Magazine.
Data science teams are being set up in almost every office across departments. As a matter of fact, reports show a high adoption rate in India, especially after the pandemic. While these data teams have a lot of relevance, the cost of data scientists as a resource is very expensive. Stakeholders, therefore, want to know…
The post Efficient Ways To Measure The Performance Of Your Data Scientists appeared first on Analytics India Magazine.