- case @model_type - when "classification" - prediction = @cv.metadata["http://www.opentox.org/api/1.2#classificationStatistics"]["http://www.opentox.org/api/1.2#numCorrect"] + @cv.metadata["http://www.opentox.org/api/1.2#classificationStatistics"]["http://www.opentox.org/api/1.2#numIncorrect"] %p= "Number of predictions: #{prediction}" - percent = @cv.metadata["http://www.opentox.org/api/1.2#classificationStatistics"]["http://www.opentox.org/api/1.2#percentCorrect"] %p= "Correct predictions: #{percent.round(2)} %" - when "regression" - prediction = @cv.metadata["http://www.opentox.org/api/1.2#numInstances"].to_i - @cv.metadata["http://www.opentox.org/api/1.2#numUnpredicted"].to_i %p= "Number of predictions: #{prediction}" - rSquare = @cv.metadata["http://www.opentox.org/api/1.2#regressionStatistics"]["http://www.opentox.org/api/1.2#rSquare"] %p= "R-squared: #{rSquare.round(2)} %" - rootMeanSquaredError = @cv.metadata["http://www.opentox.org/api/1.2#regressionStatistics"]["http://www.opentox.org/api/1.2#rootMeanSquaredError"] %p= "Root Mean Square Error: #{rootMeanSquaredError.round(2)} %" - meanAbsoluteError = @cv.metadata["http://www.opentox.org/api/1.2#regressionStatistics"]["http://www.opentox.org/api/1.2#meanAbsoluteError"] %p= "Mean Absolute Error: #{meanAbsoluteError.round(2)} %"