fixed small error in the global threshold calculation (#221)

bnestor · bnestor · web-flow · commit aeb907e6f011 · 2025-02-26T14:51:02.000-06:00
Co-authored-by: bnestor &lt;bnestor@github.com&gt;
diff --git a/InferenceSystem/src/model/fastai_inference.py b/InferenceSystem/src/model/fastai_inference.py
@@ -168,7 +168,7 @@ def predict(self, wav_file_path):
             local_confidences=list(submission['confidence'])
         )
 
-        result_json['global_prediction'] = int(sum(result_json["local_predictions"]) > self.min_num_positive_calls_threshold)
+        result_json['global_prediction'] = int(sum(result_json["local_predictions"]) >= self.min_num_positive_calls_threshold)
         result_json['global_confidence'] = submission.loc[(submission['confidence'] > self.threshold), 'confidence'].mean()*100
         if pd.isnull(result_json["global_confidence"]):
             result_json["global_confidence"] = 0

Original file line number	Diff line number	Diff line change
`@@ -168,7 +168,7 @@ def predict(self, wav_file_path):`
`168`	`168`	`local_confidences=list(submission['confidence'])`
`169`	`169`	`)`
`170`	`170`
`171`		`- result_json['global_prediction'] = int(sum(result_json["local_predictions"]) > self.min_num_positive_calls_threshold)`
	`171`	`+ result_json['global_prediction'] = int(sum(result_json["local_predictions"]) >= self.min_num_positive_calls_threshold)`
`172`	`172`	`result_json['global_confidence'] = submission.loc[(submission['confidence'] > self.threshold), 'confidence'].mean()*100`
`173`	`173`	`if pd.isnull(result_json["global_confidence"]):`
`174`	`174`	`result_json["global_confidence"] = 0`