Batch Text Classification With Configurable Confidence Thresholding

via “confidence score thresholding with configurable detection filtering”

object-detection model by undefined. 6,95,396 downloads.

Unique: Provides simple but effective confidence-based filtering as a configurable post-processing step, enabling application-specific precision-recall tuning without model retraining. Supports per-class thresholds for fine-grained control.

vs others: Simpler and faster than learned filtering approaches; less effective at handling miscalibrated confidence scores but more interpretable and easier to debug