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Result.csv

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+Sl.No.,Learning Rate,Layer1,Layer2,Accuracy_7_epoch
+1,0.03,ReLU(),ReLU(),0.94577456
+2,0.03,ReLU(),Tanh(),0.9741526
+3,0.03,ReLU(),Sigmoid(),0.9736408
+4,0.03,ReLU(),SELU(),0.97318584
+5,0.03,Tanh(),ReLU(),0.9771667
+6,0.03,Tanh(),Tanh(),0.97978276
+7,0.03,Tanh(),Sigmoid(),0.9781193
+8,0.03,Tanh(),SELU(),0.9779345
+9,0.03,Sigmoid(),ReLU(),0.98103386
+10,0.03,Sigmoid(),Tanh(),0.98160255
+11,0.03,Sigmoid(),Sigmoid(),0.97486347
+12,0.03,Sigmoid(),SELU(),0.9809628
+13,0.03,SELU(),ReLU(),0.97765017
+14,0.03,SELU(),Tanh(),0.98103386
+15,0.03,SELU(),Sigmoid(),0.9828964
+16,0.03,SELU(),SELU(),0.97884446
+17,0.003,ReLU(),ReLU(),0.9843039
+18,0.003,ReLU(),Tanh(),0.98417604
+19,0.003,ReLU(),Sigmoid(),0.98392004
+20,0.003,ReLU(),SELU(),0.98460245
+21,0.003,Tanh(),ReLU(),0.9826831
+22,0.003,Tanh(),Tanh(),0.9835362
+23,0.003,Tanh(),Sigmoid(),0.98207176
+24,0.003,Tanh(),SELU(),0.98335135
+25,0.003,Sigmoid(),ReLU(),0.9828253
+26,0.003,Sigmoid(),Tanh(),0.9827115
+27,0.003,Sigmoid(),Sigmoid(),0.97951263
+28,0.003,Sigmoid(),SELU(),0.98211443
+29,0.003,SELU(),ReLU(),0.98305273
+30,0.003,SELU(),Tanh(),0.9834935
+31,0.003,SELU(),Sigmoid(),0.98339397
+32,0.003,SELU(),SELU(),0.98399115
+33,0.001,ReLU(),ReLU(),0.9840196
+34,0.001,ReLU(),Tanh(),0.98428977
+35,0.001,ReLU(),Sigmoid(),0.98433226
+36,0.001,ReLU(),SELU(),0.984503
+37,0.001,Tanh(),ReLU(),0.9821998
+38,0.001,Tanh(),Tanh(),0.9839201
+39,0.001,Tanh(),Sigmoid(),0.9833229
+40,0.001,Tanh(),SELU(),0.9843892
+41,0.001,Sigmoid(),ReLU(),0.98222816
+42,0.001,Sigmoid(),Tanh(),0.98183006
+43,0.001,Sigmoid(),Sigmoid(),0.9812614
+44,0.001,Sigmoid(),SELU(),0.98161685
+45,0.001,SELU(),ReLU(),0.98328024
+46,0.001,SELU(),Tanh(),0.9841333
+47,0.001,SELU(),Sigmoid(),0.9836356
+48,0.001,SELU(),SELU(),0.98416173

result1.csv

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+Sl.No.,Learning_Rate,No_of_layer,epoch1,epoch2,epoch3,epoch4,epoch5,epoch6,epoch7,epoch8,epoch9,epoch10,Mean_accuracy
+1,0.001,2,0.717,0.815,0.843,0.858,0.87,0.877,0.883,0.888,0.892,0.895,0.854
+2,0.001,3,0.688,0.794,0.835,0.858,0.869,0.875,0.881,0.887,0.89,0.893,0.847
+3,0.01,2,0.911,0.92,0.927,0.93,0.934,0.938,0.939,0.944,0.947,0.949,0.934
+4,0.01,3,0.916,0.928,0.936,0.944,0.949,0.951,0.954,0.958,0.96,0.963,0.946
+5,0.05,2,0.951,0.952,0.96,0.962,0.962,0.965,0.966,0.967,0.969,0.969,0.962
+6,0.05,3,0.959,0.963,0.969,0.97,0.973,0.977,0.975,0.975,0.979,0.978,0.972
+7,0.1,2,0.962,0.962,0.967,0.969,0.965,0.967,0.964,0.969,0.973,0.97,0.967
+8,0.1,3,0.969,0.971,0.972,0.973,0.976,0.973,0.975,0.977,0.979,0.975,0.974
+9,0.5,2,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103
+10,0.5,3,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103,0.103