run_once(num_words=5500,dropout=0.5,num_hidden=100, extra_layers=0,plot=True,verbose=True,select_best=5000) Test score: 0.731364341577 Test accuracy: 0.816666678588
run_once(num_words=12000,dropout=0.5,num_hidden=100, extra_layers=0,plot=True,verbose=True,select_best=5000)
run_once(num_words=5000,dropout=0.5,num_hidden=512, extra_layers=0,plot=True,verbose=True,select_best=4000) Test score: 0.300797760487 Test accuracy: 0.88333332936
run_once(num_words=7000,dropout=0.5,num_hidden=512, extra_layers=0,plot=True,verbose=True,select_best=4000) Test score: 0.259402511517 Test accuracy: 0.916666654746
run_once(num_words=8000,dropout=0.5,num_hidden=512, extra_layers=0,plot=True,verbose=True,select_best=4000) Test score: 0.555064721902 Test accuracy: 0.849999996026
run_once(num_words=9000,dropout=0.5,num_hidden=512, extra_layers=0,plot=True,verbose=True,select_best=4000) Test score: 0.43501256307 Test accuracy: 0.833333345254
Num =1 Test score: 1.91966248353 Test accuracy: 0.333333331347
Num =2 Test score: 2.14422163963 Test accuracy: 0.46666667064
Num =5 Test score: 1.4593041261 Test accuracy: 0.516666666667
Num 7 Test score: 1.3276585261 Test accuracy: 0.633333337307
Num 100 Test score: 0.539864031474 Test accuracy: 0.833333325386
Num 200 Test score: 0.518867315849 Test accuracy: 0.850000007947
Num 700 Test score: 0.367239330212 Test accuracy: 0.883333337307
run_once(num_words=11000,dropout=0.5,num_hidden=1000, extra_layers=0,plot=True,verbose=True,select_best=5000) Test score: 0.504112289349 Test accuracy: 0.88333332936
Hiddeen 2000 Test score: 0.613559627533 Test accuracy: 0.899999996026
Num 1500 Test score: 0.535939355691 Test accuracy: 0.900000007947