WineReviews Kaggle challenge solutions
Procedure
- Create Data folder inside WineReviews repository and upload winemag-data-130k-v2.csv and winemag-data_first150k.csv datasets from https://www.kaggle.com/zynicide/wine-reviews
- Run Data exploration nootebok for data mining and feature engineering step
- Run TF-IDFEstimators nootebook to evaluate results for TF-IDF features, RandomForrestRegressor and GradientBoostingRegressor models, output is mean absolute error and r2_score comparison between given models
- Run ANNComparison nootebook to evaluate results for sequence embeddings, two different ANN models, output is mean absolute error and r2_score comparison between given models