Health Claim Anomaly Detector

Single Prediction

Single Prediction Result

Claim Amount	Services	Age	Provider ID	Days Since Last	Status	Score
{{ result.input.claim_amount }}	{{ result.input.num_services }}	{{ result.input.patient_age }}	{{ result.input.provider_id }}	{{ result.input.days_since_last_claim }}	{{ result.is_anomaly ? '🚨 Anomaly' : '✅ Normal' }}	{{ result.score !== null ? result.score.toFixed(4) : 'N/A' }}

Batch Prediction (CSV Upload)

Upload CSV File:

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Batch Prediction Results

#	Claim Amount	Services	Age	Provider ID	Days Since Last	Status	Score
{{ i + 1 }}	{{ r.input.claim_amount }}	{{ r.input.num_services }}	{{ r.input.patient_age }}	{{ r.input.provider_id }}	{{ r.input.days_since_last_claim }}	{{ r.is_anomaly ? '🚨 Anomaly' : '✅ Normal' }}	{{ r.score !== null ? r.score.toFixed(4) : 'N/A' }}

Prediction History (Last 50)

#	Claim Amount	Services	Age	Provider ID	Days Since Last	Status	Score
{{ i + 1 }}	{{ h.input.claim_amount }}	{{ h.input.num_services }}	{{ h.input.patient_age }}	{{ h.input.provider_id }}	{{ h.input.days_since_last_claim }}	{{ h.is_anomaly ? '🚨 Anomaly' : '✅ Normal' }}	{{ h.score !== null ? h.score.toFixed(4) : 'N/A' }}