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…5h ago5h 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…6h ago6h 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…8h ago8h 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…1d ago1d 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…2d ago2d 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…2d ago2d 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…2d ago2d ago
Abhishek JainWhy is SVM called a linear model?Linear data refers to data where the relationship between the input features and the output can be represented as a straight line (or a…2d ago2d ago
Abhishek JainMutex in C++ Threads — Part 1Mutex stands for mutual exclusion. When multiple threads share resources (such as variables or data structures), they may try to access…5d ago5d ago
Abhishek Jaindetach() and join() in threads in C++In C++, std::thread can either be joined or detached, but not both. Let me explain the differences between join and detach and show…Sep 6Sep 6