A classification model on the famous Wine dataset by UCI. Used KNN and Neural Networks to solve it. Tried my hand on the white wine dataset, link here https://archive.ics.uci.edu/ml/datasets/Wine+Quality 3 files of interest above -
- ExploratoryDataAnalysis.ipynb - Exploratory Data Analysis
- Neural_Network_model.ipynb - Deep Learning model using NN architecture in Keras and TF.
- Nearest_Neighbour.ipynb - Near Neighbour Analysis, Dimension Reduction and Weighted distances
Results at par (slightly better than most public blogs) present in results.txt file.