Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the Kolmogorov Complexity of Binary Classifiers   We provide tight upper and lower bounds on the expected minimum Kolmogorov
complexity of binary classifiers that are consistent with labeled samples. The
expected size is not more than complexity of the target concept plus the
conditional entropy of the labels given the sample.

3
The categories of this paper are: physics
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
10
The categories of this paper are: q-bio
0
The categories of this paper are: hep-ph
27
The categories of this paper are: comp-gas
15
The categories of this paper are: nucl-ex
36
The categories of this paper are: cmp-lg
21
The categories of this paper are: adap-org
25
The categories of this paper are: patt-sol
8
The categories of this paper are: hep-ex
30
The categories of this paper are: q-alg
6
The categories of this paper are: astro-ph
32
The categories of this paper are: atom-ph
11
The categories of this paper are: hep-lat
23
The categories of this paper are: solv-int