erickiennemann / high_dimension_data

Statistic Analysis for Massive and High Dimension Data

DSTI - Pr. Bouveyron

Descriptiv statistics and Evaluation Process

Supervised Learning

• Classification with KNN
• Classification with LDA
• Classification with Logistic Regression
• Classification with SVM

Unsupervised Learning

• CLustering with K-Means
• Hierarchical Clustering
• Clustering Gaussian Model Mixture (GMM)
• Dimension Reduction with PCA
• Clustering in High Dimension with HDCLassif