final touches

model2.py

@@ -142,7 +142,7 @@ if __name__ == "__main__":
     tX,ty = getData("TestX.csv",isTrain=False)
 
     model = {}
-    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 = {'li':X.shape[1]-1,'lh':int(1.65*(X.shape[1]-1)),'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
@@ -167,7 +167,7 @@ if __name__ == "__main__":
     #     acc = m-np.sum(abs(np.array(py)-np.array(y2)))
     #     print(h, acc*100/m)
 
-    with open("answer.txt","w") as wfile:
+    with open("output.txt","w") as wfile:
         writer = csv.writer(wfile)
         writer.writerow(['Id','Label'])
         for i,ans in enumerate(py):