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davidge807 committed Jan 4, 2023
2 parents 5b596cb + a195cc3 commit 5a988bf
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Showing 72 changed files with 1,051 additions and 4,179 deletions.
24 changes: 12 additions & 12 deletions datasets/correlation_tests.csv
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@@ -1,12 +1,12 @@
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46 changes: 23 additions & 23 deletions datasets/correlation_tests_with_nan.csv
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@@ -1,24 +1,24 @@
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204 changes: 102 additions & 102 deletions examples/airfoil_self_noise/data/airfoil_self_noise.c
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4 changes: 2 additions & 2 deletions examples/airfoil_self_noise/data/neural_network.xml
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Expand Up @@ -37,14 +37,14 @@
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<NeuronsNumber>1</NeuronsNumber>
<ActivationFunction>Linear</ActivationFunction>
<Parameters>-0.0669833 -0.177415 -0.0967244 -0.00667994 -0.0587502 0.123191 0.0762691 -0.0983914 -0.0407303 0.0214296 -0.0996766 0.127096 -0.129202 -0.0122903 0.0619982 -0.100582 0.0745469 -0.103283 -0.12367 0.0616818 -0.119555 0.111813 -0.0465798 -0.0638131 -0.0371717 -0.124987 -0.132737 -0.0839663 0.107712 0.000377047 0.0236525 0.0606202 0.00141359 -0.0688363 -0.126595 0.0668242 0.116544 0.11997 -0.11148 0.00604416 -0.0148926 0.148982 0.158511 -0.030402 -0.142264 0.0799467 -0.125832 -0.0623396 0.122067 -0.0477831 0.051529 -0.186334 -0.0679602 0.0111681 0.00992664 -0.00222778 -0.0630092 0.0512482 -0.00995993 -0.130293 -0.0658029 0.140125 -0.0963461 0.028583 0.167178 -0.011842 0.0616728 0.0882013 0.116477 -0.111743 -0.010728 -0.0999489 -0.016957 -0.14135 -0.0659211 0.127221 0.00390438 -0.182615 -0.00119895 0.171147 0.075672 -0.0569168 0.0412569 -0.0831998 -0.141378 -0.176842 -0.0729887 0.110265 0.00893191 -0.0631658 -0.137337 -0.139307 -0.0705433 -0.0798256 0.12111 0.0506196 -0.0742325 0.0555989 -0.10362 -0.124158 -0.0677084</Parameters>
<Parameters>-0.520761 -0.312049 0.118254 -0.395956 0.270397 0.0514557 -1.08646 -0.382812 -0.385736 -0.147531 -0.31537 -0.394219 0.570561 -0.54234 1.7886 0.750085 0.660219 -0.238191 0.0750291 0.421445 -0.44169 -0.0282381 0.664286 0.240903 -1.00215 -0.530865 -0.214262 0.625651 -0.438638 -0.430771 -0.129384 -0.414847 0.687854 -0.834737 -0.583959 0.0312181 0.720205 -0.811571 0.410803 -0.151722 2.26411 -0.415528 0.205661 0.55349 0.324089 0.450903 0.249691 -0.0309251 -0.343517 -0.253504 -0.126148 -0.318923 -0.381645 0.640265 0.353657 0.164429 1.10891 -0.0572899 0.14957 0.254036 0.152482 1.28192 -0.00817594 0.878786 0.124561 0.689058 0.517406 1.10616 -0.544478 0.291574 0.30661 -0.237437 -0.425612 -0.347682 0.0270882 0.145005 0.695668 0.256685 1.36045 -3.46976 0.422019 -0.859801 0.183009 -0.641955 0.24591 -0.183177 0.188481 1.34742 1.03136 0.190237 -0.558566 0.234342 0.464698 0.452613 0.319881 0.328435 -0.291532 0.30554 0.161348 0.255078 -0.453942</Parameters>
</PerceptronLayer>
<UnscalingLayer>
<UnscalingNeuronsNumber>1</UnscalingNeuronsNumber>
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4 changes: 0 additions & 4 deletions examples/airfoil_self_noise/main.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -47,13 +47,9 @@ int main()
TrainingStrategy training_strategy(&neural_network, &data_set);

training_strategy.set_loss_method(TrainingStrategy::LossMethod::MEAN_SQUARED_ERROR);
// training_strategy.get_mean_squared_error_pointer()->set_regularization_method(LossIndex::RegularizationMethod::NoRegularization);

training_strategy.set_optimization_method(TrainingStrategy::OptimizationMethod::QUASI_NEWTON_METHOD);

training_strategy.set_maximum_epochs_number(1000);
training_strategy.set_display_period(100);

training_strategy.perform_training();

// Testing analysis
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1 change: 0 additions & 1 deletion examples/breast_cancer/data/MSEH.csv
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4 changes: 0 additions & 4 deletions examples/breast_cancer/data/MTEH.csv
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15 changes: 0 additions & 15 deletions examples/breast_cancer/data/MeanTEH.csv
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