Created
October 31, 2017 00:45
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import numpy | |
import pandas | |
from keras.models import Sequential | |
from keras.layers import Dense | |
from keras.wrappers.scikit_learn import KerasClassifier | |
from keras.utils import np_utils | |
from sklearn.cross_validation import cross_val_score, KFold | |
from sklearn.preprocessing import LabelEncoder | |
from sklearn.pipeline import Pipeline | |
# fix random seed for reproducibility | |
seed = 7 | |
numpy.random.seed(seed) | |
# load dataset | |
dataframe = pandas.read_csv("iris.csv", header=None) | |
dataset = dataframe.values | |
X = dataset[:,0:4].astype(float) | |
Y = dataset[:,4] | |
print(X) | |
print(Y) | |
#encode class values as integers | |
encoder = LabelEncoder() |
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