P-hackingThe picture above says it all !! Since ages right from the era of the great Mr. Sherlock Holmes we know the importance of data. Not only a…Jan 20, 2023Jan 20, 2023
Scree PlotPrincipal Component Analysis (PCA) is a linear dimensionality reduction technique that can be utilized for extracting information from a…Aug 28, 2020Aug 28, 2020
Decision Tree-Pruning-Cost Complexity MethodMachine learning is a problem of trade-offs. The classic issue is over-fitting versus under-fitting. Over-fitting happens when a model…Jan 17, 2020Jan 17, 2020
Voting ClassifierA collection of several models working together on a single set is called an ensemble. The method is called Ensemble Learning. It is much…May 18, 2019May 18, 2019
Decision TreeA structure based on sequential decision process is a decision tree. As tree grows from root to leaf. Decision tree also starts from root…May 6, 2019May 6, 2019
