lambda-or 0.0.10

Lambda Odds Ratio

Info:

Draft link will be posted here

Author:

ZeD Lab <zed.createuky.net>

Description:

Robust Odds Ratio correcting label noise

Documentation:

Usage:

from lambda_or import lambda_or, pq_from_two_gates

tilde = np.array([[100, 50],[ 80, 70]], dtype=float)
# Suppose selection-conditional rates from two-gate ROC:
p_sel, q_sel = 0.92, 0.90
res = lambda_or(tilde, p_sel, q_sel, n_val=2000)

print(res.log_or, res.neglog10_p, res.z, res.se)
print(res.counts)   # corrected a,b,c,d