Evaluation of different classification models on CoverType dataset

Dataset source

https://archive.ics.uci.edu/ml/datasets/covertype

Classifiers

• DecisionTree (Acc. 88%)
• KNN (Acc. 87%)
• NaiveBayes
• Neural Network (Acc. 75%)

Usage

To obtain a classifier's prediction using RestAPI, send a POST request to the /classify endpoint with the following data: {"feature_data": <feature vector>, "model": "<model name: DecisionTree|KNN|NN|NaiveBayes>"}