ML Research Wiki / Benchmarks / Anomaly Detection / Vehicle Claims

Vehicle Claims

Anomaly Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: AUC

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Model	Paper	AUC	Date	Actions
Random Forest	Unsupervised Anomaly Detection for Auditing Data …	98.65	2022-10-25
Gradient Boosting	Unsupervised Anomaly Detection for Auditing Data …	95.88	2022-10-25

Rank	Model	Paper	AUC	Date	Code
1	Random Forest	Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings	98.65	2022-10-25	📦 ajaychawda58/uadad
2	Gradient Boosting	Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings	95.88	2022-10-25	📦 ajaychawda58/uadad

2022

Random Forest

ajaychawda58/uadad

2022

Gradient Boosting

ajaychawda58/uadad