20 lines
521 B
Mathematica
20 lines
521 B
Mathematica
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function [result, prediction] = svr_test_linear(test_labels, test_samples, model)
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prediction = test_samples * model.w(1:end-1)' + model.w(end);
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prediction(~model.success) = 0;
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prediction(prediction<0)=0;
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prediction(prediction>5)=5;
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% using CCC as the evaluation metric
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result = corr(test_labels, prediction);
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[ ~, ~, ~, ccc, ~, ~ ] = evaluate_regression_results( prediction, test_labels );
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result = ccc;
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if(isnan(result))
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result = 0;
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end
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end
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