Applications

The package offers several applications, organized in the following sections:

• Scaling
  • Centered Log-Ratio Transformation
  • Robust Tan Scaler Transformation
• Dimensionality Reduction
  • Principal Component Analysis
  • t-Distributed Stochastic Neighbor Embedding (t-SNE)
• Interpolation
  • Neural Kriging
  • Radial Basis Function Interpolation
• Clustering
  • DBSCAN Clustering
  • Self Organizing Map Clustering
• Segmentation
  • 2D Grid Domains Segmentation
• Binary Classification
  • Train-Test Split
  • Weight of Evidence
  • Random Forest
• Feature Extraction
  • Distance to Categories