Imperial College Load Default Prediction with Neural Network - Single Hidden Layer

Training Data

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Hidden Layer Neurons

Epochs:

Learning rate

Run

Training Data Error:

Test Data

Data Features (X) Actual (y) Actual : Predicted (y) -0.71,0.48,0.548204703,12.2271,1562,-0.641053,0.73945,533312,10.375,4.19,1.0420462,0.75,20,14.66,3.76 -0.71,0.51,0.34860296,6.8907,592,0.756939,0.77455,2041124,2.845,2.94,1.6167211,-0.5,8,6.03,2.34 -0.71,0.52,0.342344042,9.2962,926,-0.389127,0.8369,3717613,4.02,8.62,1.1883325,0.74,11,194.6,6.0 -0.71,0.6,0.07257880400000001,9.9162,704,-0.063496,0.8818,864249,5.755,3.06,1.239118,0.0,12,30.3,3.0 -0.71,0.62,0.990112599,9.7846,889,-0.118951,0.8623,2463724,4.66,9.68,4.1124998,0.0,12,197.3,3.5 -0.71,0.65,0.698025703,14.2969,2103,-0.118951,0.0,7807,2.92,5.54,0.0,0.0,20,101.8,2.5 -0.71,0.66,0.303874434,2.0466,307,0.8483139999999999,0.7826,12098843,2.41,6.31,1.17586,1.11,4,22.71,4.12 -0.71,0.7,0.655338699,10.8043,1837,1.096753,0.81735,2168612,7.505,4.58,1.0738716,0.92,16,29.14,4.07 -0.71,0.72,0.671810802,3.9967,349,0.6161770000000001,0.67745,3157623,2.035,2.82,1.158823,1.2,7,25.16,3.47 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Test Data Error:

Individual Prediction

** 1 **

Raw Predicted: