Upload 2 files
Browse files- svm_layer.pkl +2 -2
- svm_layer_training_metrics.txt +8 -8
svm_layer.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:66a5097fbb5d13065178e36498b1e058a80b7542799f3f372050ca0a2b6249cd
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size 501237
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svm_layer_training_metrics.txt
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Training Metrics Summary
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========================================
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training_start_time: 2025-06-19 19:
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training_duration_seconds:
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training_duration_minutes: 0.
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total_samples: 10876
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training_samples: 8700
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test_samples: 2176
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num_features:
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kernel: rbf
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C_parameter: 100
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gamma_parameter: 0.1
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test_size_ratio: 0.2000
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accuracy: 0.
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weighted_precision: 0.
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weighted_recall: 0.
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weighted_f1_score: 0.
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label_classes: ['benign', 'malicious']
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model_output_path: malwi_models/svm_layer.pkl
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========================================
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Training Metrics Summary
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========================================
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training_start_time: 2025-06-19 19:55:52
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training_duration_seconds: 46.5427
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training_duration_minutes: 0.7757
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total_samples: 10876
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training_samples: 8700
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test_samples: 2176
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num_features: 81
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kernel: rbf
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C_parameter: 100
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gamma_parameter: 0.1
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test_size_ratio: 0.2000
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accuracy: 0.9756
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weighted_precision: 0.9757
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weighted_recall: 0.9756
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weighted_f1_score: 0.9757
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label_classes: ['benign', 'malicious']
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model_output_path: malwi_models/svm_layer.pkl
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========================================
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