Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Breiman's "Two Cultures" Revisited and Reconciled   In a landmark paper published in 2001, Leo Breiman described the tense
standoff between two cultures of data modeling: parametric statistical and
algorithmic machine learning. The cultural division between these two
statistical learning frameworks has been growing at a steady pace in recent
years. What is the way forward? It has become blatantly obvious that this
widening gap between "the two cultures" cannot be averted unless we find a way
to blend them into a coherent whole. This article presents a solution by
establishing a link between the two cultures. Through examples, we describe the
challenges and potential gains of this new integrated statistical thinking.

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The categories of this paper are: comp-gas
25
The categories of this paper are: patt-sol
4
The categories of this paper are: cond-mat
34
The categories of this paper are: chem-ph
32
The categories of this paper are: atom-ph
5
The categories of this paper are: gr-qc
29
The categories of this paper are: funct-an
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The categories of this paper are: q-fin
11
The categories of this paper are: hep-lat
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The categories of this paper are: alg-geom
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The categories of this paper are: plasm-ph
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The categories of this paper are: nucl-th
7
The categories of this paper are: hep-th
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The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
30
The categories of this paper are: q-alg