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@ -128,9 +128,10 @@ int main(int argc, char** argv)
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trainer.set_num_threads(4);
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trainer.set_num_threads(4);
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// The trainer is a kind of support vector machine and therefore has the usual SVM
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// The trainer is a kind of support vector machine and therefore has the usual SVM
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// C parameter. In general, a bigger C encourages it to fit the training data
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// C parameter. In general, a bigger C encourages it to fit the training data
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// better but might lead to overfitting. You find the best C value empirically by
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// better but might lead to overfitting. You must find the best C value
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// checking how well the trained detector works on a test set of images you haven't
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// empirically by checking how well the trained detector works on a test set of
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// trained on.
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// images you haven't trained on. Don't just leave the value set at 1. Try a few
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// different C values and see what works best for your data.
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trainer.set_c(1);
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trainer.set_c(1);
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// We can tell the trainer to print it's progress to the console if we want.
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// We can tell the trainer to print it's progress to the console if we want.
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trainer.be_verbose();
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trainer.be_verbose();
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