Calibrated classifiers with threshold comparisons

Details Calibrated classifiers with threshold comparisons Calibrated classifiers with threshold comparisons

2007-09-04

2007-09-04

Vincent, David (Department: 2121)

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

Reexamination Certificate

active

10932386

ABSTRACT:
A classifier is calibrated to produce a calibration map and a threshold is derived from the calibration map. A probability assignment produced by the classifier for input data is then compared to the threshold.

REFERENCES:
patent: 5649068 (1997-07-01), Boser et al.
patent: 6745184 (2004-06-01), Choi et al.
patent: 6760465 (2004-07-01), McVeigh et al.
patent: 2003/0018592 (2003-01-01), Srinivasa et al.
patent: 2003/0126103 (2003-07-01), Chen et al.
patent: 2004/0002931 (2004-01-01), Platt et al.

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