Classification
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Classification news and updates covering assigning items to categories with machine learning. Readers can learn about binary and multiclass approaches, evaluation with precision, recall, and confusion matrices, class imbalance handling, threshold selection.
Interpretable kNN (ikNN)Design a Multi-Layer Perceptron (MLP) Neural Network for ClassificationUnderstanding k-Nearest Neighbors5 Machine Learning Papers to Read in 2024Navigating the World of Distance Measures: Understanding Concepts and ConstraintsA Simple Technique to Understand TP, TN, FP and FNTowards Fairer AI: Strategies for Instance-Wise Unlearning Without RetrainingThe Analytical Language of John WilkinsIssue #54 - K-Nearest NeighborsLinear Learner in SageMaker: Hyperparameter Tuning
Roadmaps
Comprehensive roadmap for Classification
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