Active Sampling with SVM

During the summer 2010 and as an internship student, I visited for three months the Biocircuits Institute at UC San Diego. Under the supervision of Dr. Ramón Huerta, I developed an active sampling algorithm for SVMs by defining an uncertainty measure based on the Platt’s approximation of the conditional probability to the SVMs.

The resulting poster is available on github: