Mehmet Ali TORTop 5 Validation Methods In Machine LearningWe learn how accurate our machine learning models are by calculating error metrics. These values indicate the reliability and…1d ago
Matt ChapmaninTowards Data ScienceTwo Common Pitfalls to Avoid When Doing Cross-ValidationAnd the techniques you need to combat themMay 244
Samuele MazzantiinTowards Data ScienceWhy You Should Never Use Cross-ValidationIn real-world applications, using randomized cross-validation is always a bad choice. Here is why.Mar 2738Mar 2738
Fraidoon OmarzaiHyperparameters Tunning And Cross Validation In DepthHyperparameter tuning and cross-validation are fundamental techniques in machine learning that, when combined, provide a powerful approach…3d ago3d ago
Li-Hsiang HsuFeature Selection with “Recursive Feature Elimination” (RFE) for Parisian Bike Count DataIn our previous article, we delved into the process of feature selection using the SelectKBest method. This technique offers several…Feb 19Feb 19
Mehmet Ali TORTop 5 Validation Methods In Machine LearningWe learn how accurate our machine learning models are by calculating error metrics. These values indicate the reliability and…1d ago
Matt ChapmaninTowards Data ScienceTwo Common Pitfalls to Avoid When Doing Cross-ValidationAnd the techniques you need to combat themMay 244
Samuele MazzantiinTowards Data ScienceWhy You Should Never Use Cross-ValidationIn real-world applications, using randomized cross-validation is always a bad choice. Here is why.Mar 2738
Fraidoon OmarzaiHyperparameters Tunning And Cross Validation In DepthHyperparameter tuning and cross-validation are fundamental techniques in machine learning that, when combined, provide a powerful approach…3d ago
Li-Hsiang HsuFeature Selection with “Recursive Feature Elimination” (RFE) for Parisian Bike Count DataIn our previous article, we delved into the process of feature selection using the SelectKBest method. This technique offers several…Feb 19
Daniel ChenEquity Curve Trading (ECT) optimization with cross-validation in quantitative tradingThe Equity Curve Trading (ECT) model is one of the “pure mathematics” quantitative trading models I love to use, it’s easy、intuitive and…Jul 151
Ehsan NabatchianExploring Time Series Prediction of Energy Consumption Using XGBoost and Cross ValidationIn this project, we leverage a comprehensive dataset of hourly energy consumption spanning over a decade, obtained from Kaggle. Our…Jan 102
