From cfe40f9a96b40fd5247dd04fa67be3007037bdcf Mon Sep 17 00:00:00 2001
From: "Daniel.Frisinghelli" <daniel.frisinghelli@eurac.edu>
Date: Tue, 16 Feb 2021 15:08:50 +0100
Subject: [PATCH] Avoid namespace confusion.
---
pysegcnn/core/trainer.py | 5 +++--
1 file changed, 3 insertions(+), 2 deletions(-)
diff --git a/pysegcnn/core/trainer.py b/pysegcnn/core/trainer.py
index 261fcb7..44b6892 100644
--- a/pysegcnn/core/trainer.py
+++ b/pysegcnn/core/trainer.py
@@ -2736,6 +2736,7 @@ class NetworkInference(BaseConfig):
df = pd.concat([df, output['report']], axis=0)
# compute k-fold average estimate of each metric across all models
+ LOGGER.info('Calculating k-fold estimate of metrics ...')
report = df.groupby(df.index, sort=False).mean()
inference['report'] = report
@@ -2754,8 +2755,8 @@ class NetworkInference(BaseConfig):
cm_agg = np.zeros(shape=2 * (len(labels), ))
# update aggregated confusion matrix
- for _, output in inference.items():
- cm_agg += output['cm']
+ for _, metrics in inference.items():
+ cm_agg += metrics['cm']
# save aggregated confusion matrix to dictionary
inference['cm'] = cm_agg
--
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