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mlassign2
Commit c7fd8558 authored by Sushant Mahajan's avatar Sushant Mahajan
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score 0.92375git add answer.txt model2.py

parent 29cef4b9
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answer.txt
View file @ c7fd8558
......@@ -5,14 +5,14 @@ Id,Label
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......@@ -43,7 +43,7 @@ Id,Label
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......@@ -1087,14 +1087,14 @@ Id,Label
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......@@ -1129,19 +1129,19 @@ Id,Label
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......@@ -1515,7 +1515,7 @@ Id,Label
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......@@ -1547,7 +1547,7 @@ Id,Label
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......@@ -1560,7 +1560,7 @@ Id,Label
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......@@ -1575,7 +1575,7 @@ Id,Label
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......
model2.py
View file @ c7fd8558
......@@ -142,7 +142,7 @@ if __name__ == "__main__":
tX,ty = getData("TestX.csv",isTrain=False)
model = {}
model = {'li':X.shape[1]-1,'lh':int(3*(X.shape[1]-1)/2),'lo':2,'lambda':0.1,'eta':[0.01,0.06,0.1]}
model = {'li':X.shape[1]-1,'lh':int(33*(X.shape[1]-1)/20),'lo':2,'lambda':0.1,'eta':[0.01,0.03,0.06,0.1,0.2]}
# model['w1'] = np.random.randn(model['li']+1, model['lh'])/np.sqrt(model['li']+1) #58x28
# model['w2'] = np.random.randn(model['lh']+1, model['lo'])/np.sqrt(model['lh']+1) #29x2
model['w1'] = np.random.rand(model['li']+1, model['lh'])*0.24 - 0.12
......
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