Abhishek JainEquation of Hyperplane and the mathematics behind itWe need equations of hyperplanes for algorithms like linear regression, SVM etc. For 2 dimensional data that is 2 input features we need…12h ago12h ago
Abhishek JainRegression using Decision TreeWhen we think of decision trees, classification problems often come to mind. However, decision trees can also be effectively used for…1d ago1d ago
Abhishek JainEverything about Random ForestRandom Forest is one of the most popular and powerful machine learning algorithms, used for both classification and regression tasks. It is…2d ago2d ago
Abhishek JainDifferent types of Ensemble Techniques — Bagging, Boosting, Stacking, Voting, BlendingIn the world of machine learning, ensemble learning is one of the most powerful techniques used to improve the accuracy, robustness, and…2d ago2d ago
Abhishek JainA Comprehensive Guide to Ensemble Techniques: Bagging and BoostingIn machine learning, ensemble techniques are powerful methods that combine the predictions of multiple models to improve accuracy, reduce…2d ago2d ago
Abhishek JainPre-Pruning and Post-Pruning in Decision Trees: A Comprehensive GuideDecision trees are one of the most intuitive and widely used models in machine learning due to their simplicity and interpretability…2d ago2d ago
Abhishek JainAll about decision treesIn machine learning, decision trees are one of the most intuitive and widely-used algorithms for classification and regression tasks. They…3d ago3d ago
Abhishek JainSVM kernels and its typeSupport Vector Machines (SVMs) are a popular and powerful class of machine learning algorithms used for classification and regression…4d ago4d ago
Abhishek JainDiving deep into Support Vector MachinesIn the realm of machine learning, Support Vector Machines (SVMs) are a powerful supervised learning algorithm used for classification…4d ago4d ago
Abhishek JainPositive Hyperplane, Negative hyperplane, One vs All, One vs One in Support Vector MachinesIn Support Vector Machines (SVM), the terms positive hyperplane and negative hyperplane refer to the boundaries that are created around the…4d ago4d ago