site_name: PHP-ML - Machine Learning library for PHP pages: - Home: index.md - Machine Learning: - Association rule learning: - Apriori: machine-learning/association/apriori.md - Classification: - SVC: machine-learning/classification/svc.md - KNearestNeighbors: machine-learning/classification/k-nearest-neighbors.md - NaiveBayes: machine-learning/classification/naive-bayes.md - Regression: - LeastSquares: machine-learning/regression/least-squares.md - SVR: machine-learning/regression/svr.md - Clustering: - KMeans: machine-learning/clustering/k-means.md - DBSCAN: machine-learning/clustering/dbscan.md - Metric: - Accuracy: machine-learning/metric/accuracy.md - Confusion Matrix: machine-learning/metric/confusion-matrix.md - Classification Report: machine-learning/metric/classification-report.md - Workflow: - Pipeline: machine-learning/workflow/pipeline.md - Neural Network: - Multilayer Perceptron Classifier: machine-learning/neural-network/multilayer-perceptron-classifier.md - Cross Validation: - RandomSplit: machine-learning/cross-validation/random-split.md - Stratified Random Split: machine-learning/cross-validation/stratified-random-split.md - Feature Selection: - VarianceThreshold: machine-learning/feature-selection/variance-threshold.md - SelectKBest: machine-learning/feature-selection/selectkbest.md - Preprocessing: - Normalization: machine-learning/preprocessing/normalization.md - Imputation missing values: machine-learning/preprocessing/imputation-missing-values.md - Feature Extraction: - Token Count Vectorizer: machine-learning/feature-extraction/token-count-vectorizer.md - Tf-idf Transformer: machine-learning/feature-extraction/tf-idf-transformer.md - Datasets: - Array Dataset: machine-learning/datasets/array-dataset.md - CSV Dataset: machine-learning/datasets/csv-dataset.md - Files Dataset: machine-learning/datasets/files-dataset.md - SVM Dataset: machine-learning/datasets/svm-dataset.md - Ready to use datasets: - Iris: machine-learning/datasets/demo/iris.md - Wine: machine-learning/datasets/demo/wine.md - Glass: machine-learning/datasets/demo/glass.md - Models management: - Persistency: machine-learning/model-manager/persistency.md - Math: - Distance: math/distance.md - Matrix: math/matrix.md - Set: math/set.md - Statistic: math/statistic.md theme: readthedocs