From 870f263166929c904e3c37e7f3ae530a378a963c Mon Sep 17 00:00:00 2001 From: Kushal Batra <34571348+s0nicboOm@users.noreply.github.com> Date: Sat, 20 Jan 2024 13:03:20 -0800 Subject: [PATCH] fix: take mean before calculating the thresholds (#340) take mean before calculating the thresholds --------- Signed-off-by: s0nicboOm --- numalogic/udfs/postprocess.py | 6 +- poetry.lock | 1102 +++++++++++++++++---------------- 2 files changed, 572 insertions(+), 536 deletions(-) diff --git a/numalogic/udfs/postprocess.py b/numalogic/udfs/postprocess.py index 706118d1..df5deef0 100644 --- a/numalogic/udfs/postprocess.py +++ b/numalogic/udfs/postprocess.py @@ -213,12 +213,12 @@ def compute( """ _start_time = time.perf_counter() try: - y_score = model.score_samples(input_).astype(np.float32) + score = np.mean(input_, axis=0, keepdims=True) + y_score = model.score_samples(score).astype(np.float32) except Exception as err: raise RuntimeError("Threshold model scoring failed") from err try: - win_score 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