From 1adfbf0a84ea354aa2774a235d83cd140abb0546 Mon Sep 17 00:00:00 2001 From: Charly Lamothe <charly.lamothe@univ-amu.fr> Date: Mon, 6 Jan 2020 16:17:07 +0100 Subject: [PATCH] Fix binary classif acc metric bug, and add result of breast cancer for stage 1. --- code/bolsonaro/trainer.py | 2 ++ results/breast_cancer/stage1/losses.png | Bin 0 -> 50668 bytes 2 files changed, 2 insertions(+) create mode 100644 results/breast_cancer/stage1/losses.png diff --git a/code/bolsonaro/trainer.py b/code/bolsonaro/trainer.py index 10eea28..218ba76 100644 --- a/code/bolsonaro/trainer.py +++ b/code/bolsonaro/trainer.py @@ -96,6 +96,8 @@ class Trainer(object): result = self._regression_score_metric(y_true, y_pred) elif type(model) in [OmpForestBinaryClassifier, OmpForestMulticlassClassifier, RandomForestClassifier]: y_pred = model.predict(X) + if type(model) is OmpForestBinaryClassifier: + y_pred = y_pred.round() result = self._classification_score_metric(y_true, y_pred) return result diff --git 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