Model Information

Details about the fraud detection model

Model Details

Model Type

{{ model_info.model_type }}

Best Parameters

    {% for param, value in model_info.best_parameters.items() %}
  • {{ param.replace('classifier__', '') }}: {{ value }}
    • {% endfor %}

Performance Metrics

Accuracy {{ "%.4f"|format(model_info.metrics.accuracy) }}
Precision {{ "%.4f"|format(model_info.metrics.precision) }}
Recall {{ "%.4f"|format(model_info.metrics.recall) }}
F1 Score {{ "%.4f"|format(model_info.metrics.f1) }}

Confusion Matrix

Predicted Negative Predicted Positive
Actual Negative {{ model_info.metrics.confusion_matrix[0][0] }} {{ model_info.metrics.confusion_matrix[0][1] }}
Actual Positive {{ model_info.metrics.confusion_matrix[1][0] }} {{ model_info.metrics.confusion_matrix[1][1] }}

Feature Importance

{% for feature in model_info.feature_importance|sort(attribute='Importance', reverse=True) %} {% endfor %}
Feature Importance Visualization
{{ feature.Feature }} {{ "%.4f"|format(feature.Importance) }}
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