Gender recognition from frontal facial images within project FP7-ICT-247525-HUMAVIPS

Multi-prototype SVM (without any transformation)

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Overview

!!! EXPERIMENT STILL RUNNING !!!

Results

Parameters of experiment
imSize [h x w]80 x 64
winSize [h x w]60 x 40
win positioncentered
nPyramids4
prototypes per class5
LAMBDATraining errorValidation errorElapsed time [m:s]
13.79%13.94%unknown
0.51.53%10.96%unknown
0.10.00%9.79%unknown
0.01-.--%-.--%still running
Testing error for present minimal validation error: 25.41%

References

Fabio Aiolli, Alessandro Sperduti: Multiclass Classification with Multi-Prototype Support Vector Machines ,Journal of Machine Learning Research 6 (2005) 817–850
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