Trained all the machine learning models using sample dataset in R language on R-Studio:
- Linear Discriminant Functions
- Regularization
- Neural Networks
- Deep Learning
- Support Vector Machines
- Decision Trees
- Ensemble Methods
- Clustering
- Non-metric: Association Rules and Collaborative Filtering
- Text Retrieval
Commands to train and demonstrate each model/concept have been listed sequentially with necessary information of its use and function is documented