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项目作者： rohithteja

项目描述 ：
Experimental analysis of KNN by using waveform dataset
高级语言： Python
项目地址: git://github.com/rohithteja/K-Nearest-Neighbours.git
创建时间： 2020-08-29T17:40:30Z
项目社区：https://github.com/rohithteja/K-Nearest-Neighbours
开源协议：
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K-Nearest-Neighbours

The objective is to perform various experiments on Waveform dataset using K-Nearest Neighbor algorithm and study its the behaviour.

The experiments performed are listed as below:

  1. Tuning the best K of K-NN classifier
  2. Analysis of the Bias-Variance trade-off
  3. K-NN from scratch
  4. Reduce the complexity using CNN, RNN
  5. Generating Artificial Imbalancy