diff --git a/ModelReviewDocument.docx b/ModelReviewDocument.docx new file mode 100644 index 0000000..a0c2224 Binary files /dev/null and b/ModelReviewDocument.docx differ diff --git a/monitoring_parameters.json b/monitoring_parameters.json new file mode 100644 index 0000000..3c408ed --- /dev/null +++ b/monitoring_parameters.json @@ -0,0 +1,33 @@ +{ + "monitoring": { + "bias": { + "protected_classes": [ + { + "attribute": "gender", + "reference_group": "male" + } + ] + }, + "performance": { + "model_type": "classification", + "positive_class_label": 1 + }, + "business_value": { + "ROI": { + "amount_field": "credit_amount", + "label_field": "label_value", + "score_field": "score", + "baseline_metrics": { + "TNR": 0.877, + "TPR": 0.531 + }, + "cost_multipliers": { + "TP": 1.5, + "FP": -2, + "TN": 2, + "FN": -1.5 + } + } + } + } +} \ No newline at end of file