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[Experimental] This function calculates rapidly AUCs based on an approximation: the fraction of iters random (positive, negative) pairs, drawn with replacement, where the positive score is larger.

Usage

rs_fast_auc(pos_scores, neg_scores, iters, seed)

Arguments

pos_scores

The scores of your hits.

neg_scores

The scores of your non-hits.

iters

Number of iterations to run the function for. Recommended size: 10000L.

seed

Seed.

Value

The approximate AUC.