René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Broadcasting error in avg_score","articleBody":"I get the following error with avg_score multilabel strategy -\r\n\r\nFile \"C:\\Users\\localuserSKSG\\anaconda3\\envs\\alenv\\lib\\site-packages\\modAL\\models\\base.py\", line 175, in query \r\nquery_result, query_metrics = self.query_strategy( File \"C:\\Users\\localuserSKSG\\anaconda3\\envs\\alenv\\lib\\site-packages\\modAL\\multilabel.py\", \r\nline 258, in avg_score classwise_scores = classwise_confidence*(classwise_predictions-1/2) \r\nValueError: operands could not be broadcast together with shapes (26872,2,3) (26872,3) \r\n\r\nDuring handling of the above exception, another exception occurred: \r\nTraceback (most recent call last): File \"avg-score.py\", line 264, in \u003cmodule\u003e \r\nquery_index, query_instance = learner.query(X_pool_np, n_instances=n_instances)\r\nFile \"C:\\Users\\localuserSKSG\\anaconda3\\envs\\alenv\\lib\\site-packages\\modAL\\models\\base.py\", line 180, in query\r\nquery_result = self.query_strategy( File \"C:\\Users\\localuserSKSG\\anaconda3\\envs\\alenv\\lib\\site-packages\\modAL\\multilabel.py\", line 258, in \r\navg_score classwise_scores = classwise_confidence*(classwise_predictions-1/2) ValueError: operands could not be broadcast together with shapes (26872,2,3) (26872,3)\r\n\r\nWe do not see this error with avg_confidence. Clearly this is because of these lines of code in avg_score which are not present in avg_confidence-\r\n\r\nclasswise_predictions = classifier.predict(X_pool)\r\nclasswise_scores = classwise_confidence*(classwise_predictions-1/2)\r\n\r\nDoes anyone has a solution/workaround for this?","author":{"url":"https://github.com/shubhamgp47","@type":"Person","name":"shubhamgp47"},"datePublished":"2024-12-03T12:05:54.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":1},"url":"https://github.com/193/modAL/issues/193"}