CS589-project

Algorithms (All Numerical)

MNIST

• NN
• Random Forest
• KNN

Parkinsons (All Numerical)

• NN
• KNN
• Random Forest

Rice Grains (All Numerical)

• KNN
• NN
• Random Forest

Credit Approval

• Random Forest
• NN (one hot encoding for categorical)
• Naive Bayes with median cutoffs

ESG stuff Kaggle

• NN (one hot encoding for categorical)
• Linear Regression (one hot encoding for categorical)
• Naive Bayes (We convert the label into categorical by testing if its >0)

Ensemble

• NN / Linear regression

Non-trivial Algorithm

• Linear regression w/ different bases