Locally Optimized Random Forests

1 code implementation • 27 Aug 2019 • Tim Coleman, Kimberly Kaufeld, Mary Frances Dorn, Lucas Mentch

To estimate these ratios with an unlabeled test set, we make the covariate shift assumption, where the differences in distribution are only a function of the training distributions (Shimodaira, 2000.)

Beyond Trees: Classification with Sparse Pairwise Dependencies

no code implementations • 6 Jun 2018 • Yaniv Tenzer, Amit Moscovich, Mary Frances Dorn, Boaz Nadler, Clifford Spiegelman

The resulting classifier is linear in the log-transformed univariate and bivariate densities that correspond to the tree edges.

Classification General Classification