Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An empirical study of Linespots: A novel past-fault algorithm   This paper proposes the novel past-faults fault prediction algorithm
Linespots, based on the Bugspots algorithm. We analyze the predictive
performance and runtime of Linespots compared to Bugspots with an empirical
study using the most significant self-built dataset as of now, including
high-quality samples for validation. As a novelty in fault prediction, we use
Bayesian data analysis and Directed Acyclic Graphs to model the effects. We
found consistent improvements in the predictive performance of Linespots over
Bugspots for all seven evaluation metrics. We conclude that Linespots should be
used over Bugspots in all cases where no real-time performance is necessary.

21
The categories of this paper are: adap-org
19
The categories of this paper are: eess
18
The categories of this paper are: econ
7
The categories of this paper are: hep-th
26
The categories of this paper are: bayes-an
25
The categories of this paper are: patt-sol
29
The categories of this paper are: funct-an
36
The categories of this paper are: cmp-lg
3
The categories of this paper are: physics
32
The categories of this paper are: atom-ph
11
The categories of this paper are: hep-lat
13
The categories of this paper are: quant-ph
15
The categories of this paper are: nucl-ex
8
The categories of this paper are: hep-ex
37
The categories of this paper are: supr-con
10
The categories of this paper are: q-bio