Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: IMMIGRATE: A Margin-based Feature Selection Method with Interaction
  Terms   Relief based algorithms have often been claimed to uncover feature
interactions. However, it is still unclear whether and how interaction terms
will be differentiated from marginal effects. In this paper, we propose
IMMIGRATE algorithm by including and training weights for interaction terms.
Besides applying the large margin principle, we focus on the robustness of the
contributors of margin and consider local and global information
simultaneously. Moreover, IMMIGRATE has been shown to enjoy attractive
properties, such as robustness and combination with Boosting. We evaluate our
proposed method on several tasks, which achieves state-of-the-art results
significantly.

8
The categories of this paper are: hep-ex
37
The categories of this paper are: supr-con
33
The categories of this paper are: plasm-ph
24
The categories of this paper are: dg-ga
21
The categories of this paper are: adap-org
4
The categories of this paper are: cond-mat
29
The categories of this paper are: funct-an
30
The categories of this paper are: q-alg
25
The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
2
The categories of this paper are: math
22
The categories of this paper are: chao-dyn
14
The categories of this paper are: math-ph
7
The categories of this paper are: hep-th
18
The categories of this paper are: econ
36
The categories of this paper are: cmp-lg