diff --git a/tensorflow_model_analysis/metrics/squared_pearson_correlation.py b/tensorflow_model_analysis/metrics/squared_pearson_correlation.py index 79e1ddbc64..a2abf88c9a 100644 --- a/tensorflow_model_analysis/metrics/squared_pearson_correlation.py +++ b/tensorflow_model_analysis/metrics/squared_pearson_correlation.py @@ -145,7 +145,7 @@ def extract_output( # r^2 = Cov(X, Y)^2 / VAR(X) * VAR(Y) # = (E[XY] - E[X]E[Y])^2 / (E[X^2] - E[X]^2) * (E[Y^2] - E[Y]^2) # = [SUM(xy) - n*mean(x)*mean(y)]^2 / - # [SUM(x^2) - n*mean(x)^2 * SUM(y^2) - n*mean(y)^2] + # [(SUM(x^2) - n*mean(x)^2) * (SUM(y^2) - n*mean(y)^2)] # n = total_weighted_examples # SUM(x) = total_weighted_labels # SUM(y) = total_weighted_predictions