Kaggle Competitions

Kaggle Competitions

from the course “Big Data Analysis” at the University of Amsterdam

Predicting Amazon review ratings from their text content

• Lasso and Ridge regression
• Principal Components and Partial Least Squares regression
• Support Vector Machines
• Random Forests, Boosting Regression and Classification trees (CART)

Emotion recognition on images using bag of features

• Multinomial Regression with Lasso and Ridge Regularisation
• Random Forest
• LDA / QDA

Personality Prediction of YouTube vloggers using linear Regression

• Linear Regression