Perceptron and Naive Bayes for iris classification

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Author	Gao Chaofei
My mailbox	18376047@buaa.edu.cn

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Contents

• Dataset
• Preprocess
• Usage
  • Perceptron
  • Naive Bayes
• Result

Dataset

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Our dataset is from iris. You can find it in ../data/iris.txt.

Preprocess

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use data_pre.py to do preprocessing

python data_pre.py

After that, you will get train_data.npy and val_data.npy

Usage

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For perceptron

python perceptron.py

For Bayes

python bayes.py

Result

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Method	Result
Perceptron	1.0
Naive Bayes	0.98