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grohith327/MNIST_Genetic_Alg.py

Created May 11, 2018 20:54
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MNIST_Genetic_Alg.py
from tpot import TPOTClassifier
from sklearn.datasets import load_digits
from sklearn.model_selection import train_test_split
digits = load_digits()
x_train, x_test, y_train, y_test = train_test_split(digits.data,digits.target,train_size=0.75,test_size=0.25)
clf = TPOTClassifier(generations=10, population_size=20, verbosity=2)
clf.fit(x_train,y_train)
print(clf.score(x_test,y_test))
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