Description Usage Arguments Value Examples
Returns the explained variance score for regression.
1 | ExplainedVarianceScore(Y, Y_hat)
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Y |
Ground truth numeric vector. |
Y_hat |
Predicted values numeric vector. |
A numeric values.
1 2 3 4 5 6 7 8 9 10 11 | Y <- runif(100)
Y_hat <- Y + 0.2*runif(100)
R2(Y = Y, Y_hat = Y_hat)
ExplainedVarianceScore(Y = Y, Y_hat = Y_hat)
MeanError(Y = Y, Y_hat = Y_hat)
MeanAbsoluteError(Y = Y, Y_hat = Y_hat)
MeanSquaredError(Y = Y, Y_hat = Y_hat)
RootMeanSquaredError(Y = Y, Y_hat = Y_hat)
NormalizedRootMeanSquaredError(Y = Y, Y_hat = Y_hat)
CoefficientVariationRootMeanSquaredError(Y = Y, Y_hat = Y_hat)
MedianAbsoluteError(Y = Y, Y_hat = Y_hat)
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