[2025-07-12 04:49:40 +0000] [10026] [INFO] Handling signal: winch
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
INFO:ai_antibot.models.detector:Saved AI-AntiBot model to /home/runner/workspace/ai_antibot/../ml_data/models/antibot_model.pkl
INFO:ai_antibot.models.detector:Model trained successfully - Accuracy: 1.000, F1: 1.000
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'
ERROR:ai_antibot.models.detector:Failed to get feature importance: 'RandomForestClassifier' object has no attribute 'named_estimators_'