PHP Machine Learning Algorithms

• Association rule learning
  • Apriori (Chinese) (Example)
• Classification
  • SVC
  • k-Nearest Neighbors (Chinese)
  • Naive Bayes
  • Decision Tree (CART)
  • Ensemble Algorithms
    • Bagging (Bootstrap Aggregating)
    • Random Forest
    • AdaBoost
  • Linear
    • Adaline
    • Decision Stump
    • Perceptron
    • LogisticRegression
• Regression
  • Least Squares
  • SVR
• Clustering
  • k-Means
  • DBSCAN
  • Fuzzy C-Means
• Metric
  • Accuracy
  • Confusion Matrix
  • Classification Report
• Workflow
  • Pipeline
• Neural Network
  • Multilayer Perceptron Classifier
• Cross Validation
  • Random Split
  • Stratified Random Split
• Feature Selection
  • Variance Threshold
• Preprocessing
  • Normalization
  • Imputation missing values
• Feature Extraction
  • Token Count Vectorizer
  • Tf-idf Transformer
• Dimensionality Reduction
  • PCA (Principal Component Analysis)
  • Kernel PCA
  • LDA (Linear Discriminant Analysis)
• Datasets
  • Array
  • CSV
  • Files
  • Ready to use:
    • Iris
    • Wine
    • Glass
• Models management
  • Persistency
• Math
  • Distance
  • Matrix
  • Set
  • Statistic
  • Linear Algebra