false positive - AHHA Labs

A successful case of reducing ‘false-positives’ by applying a deep learning model to detect ‘type 1 errors’

에 의해서 Chloe Woo | Content Strategist | 7월 4, 2024 | Predictive Maintenance

A successful case of reducing ‘false-positives’ by applying a deep learning model to detect ‘type 1 errors’ Challenge If the test standard is set too sensitively to achieve 0% ‘false-negative’, ‘false-positive (type 1 error)’ increases. Inefficiency due to...

How the Anomaly Detector model was used to automate the quality control process using only normal data

에 의해서 Chloe Woo | Content Strategist | 7월 3, 2024 | Quality Control

How the Anomaly Detector model was used to automate the quality control process using only normal data Challenge Pouch-type batteries have flexible surface geometry, complicating defect identification. This makes it challenging to use existing rule-based...