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import keras
from keras.models import Sequential
from keras.layers import Dense
def build_classifier():
classifier = Sequential()
classifier.add(Dense(units=6, kernel_initializer='uniform', activation='relu', input_dim=11))
classifier.add(Dense(units=6, kernel_initializer='uniform', activation='relu'))
classifier.add(Dense(units=1, kernel_initializer='uniform', activation='sigmoid'))
classifier.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])
mean = accuracies.mean()
classifier = KerasClassifier(build_fn = build_classifier, batch_size=10, epochs=100)
accuracies = cross_val_score(estimator = classifier, X=X_train,y=y_train, cv=10, n_jobs=-1)
from keras.wrappers.scikit_learn import KerasClassifier
from sklearn.model_selection import cross_val_score
def build_classifier():
classifier = Sequential()
classifier.add(Dense(units=6, kernel_initializer='uniform', activation='relu', input_dim=11))
classifier.add(Dense(units=6, kernel_initializer='uniform', activation='relu'))
classifier.add(Dense(units=1, kernel_initializer='uniform', activation='sigmoid'))
classifier.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])
return classifier
@prashant2018
prashant2018 / Part 1
Last active January 1, 2019 15:44
Medium Evaluating DL model
import keras
from keras.models import Sequential
from keras.layers import Dense
@prashant2018
prashant2018 / data.json
Last active January 18, 2018 08:07
Json Data
{
"data":
[
{
"name":"Featured",
"images":[ "https://wallpaperscraft.com/image/game_of_thrones_peter_dinklage_tyrion_lannister_94608_1920x1080.jpg",
"https://i.pinimg.com/originals/88/7b/84/887b84bbbd290fc22d77f133441c754f.jpg",
"http://papers.co/wallpaper/papers.co-ac56-wallpaper-bigbang-theory-guys-film-33-iphone6-wallpaper.jpg",
"https://iphonehdwallpapers.net/wp-content/cache/1fb0c1e97435f812d08ba187cc163530_w324_h576_sc.jpg",
"http://2.bp.blogspot.com/-Q56eMiusUSw/T5159QX7ptI/AAAAAAAAKW8/dRceP4KhZgA/s1600/freeithemes.com-8008.jpeg",
@prashant2018
prashant2018 / ChatMessage.java
Created August 10, 2016 20:07 — forked from puf/ChatMessage.java
Zero to App: Develop with Firebase (for Android - Google I/O 2016)
package com.google.firebase.zerotoapp;
public class ChatMessage {
public String name;
public String message;
public ChatMessage() {
}
public ChatMessage(String name, String message) {