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Results GP.txt
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student data mse g1 = 3.0778172
student data mse g2 = 3.5790346
student data mse g3 = 3.8840550
g1.1 = 0.519406237134
g1.2 =0.492067364727
g1.3 =0.529896494454
g1.4 =0.517563543637
g1.5 =0.51600186954
g1.6 =0.522917049145
g1.7 =0.542043570182
g1.8 =0.498378362468
g1.9 =0.495862210463
g1.10 =0.520692140979 total = 5.154828842729
g2.1 = 0.522928348138
g2.2 =0.516521415074
g2.3 =0.489471949372
g2.4 =0.496112396723
g2.5 =0.500045118648
g2.6 =0.500077071152
g2.7 =0.522965911403
g2.8 =0.506498141802
g2.9 =0.490887396577
g2.10 =0.517990117046 total = 5.063497865935
g3.1 = 0.521475443954
g3.2 =0.508227418014
g3.3 =0.495486147616
g3.4 =0.481296689253
g3.5 =0.503363218732
g3.6 =0.530872400981
g3.7 =0.520573748217
g3.8 =0.502895969872
g3.9 =0.507519541632
g3.10 =0.512739122936 total =5.084449701207
Simulated data
student data mse g1 (average of 10) =0.5154828842729
student data mse g2 (average of 10) = 0.5063497865935
student data mse g3 (average of 10) = 0.5084449701207
red wine data mse = RMSE of 0.507461318214
white wine data mse = RMSE of 0.506996545725
g1=0.500529216431
g2=0.506137326557
g3=0.495107570069
g4=0.513332120038
g5=0.518282641854
g6=0.511284461102
g7=0.50525430556
g8=0.509705406938
g9=0.514840278803
g10=0.509279686514 total = 5.083753013866
Simulated data mse (average of 10)= 0.5083753013866
Adult dataset
RMSE of 0.50564524804
Simulated data mse (average of 10)= 0.5243167622
Forest-fire dataset
RMSE of 0.494998930343
Simulated data mse (average of 10)= 0.5000214671