Cross-validation optimism undermines hyperparameter optimisation in rare-event predictive maintenance: a leakage-resilient benchmark for urban electric transport
N
Nikita V. Martyushev
B
Boris V. Malozyomov
S
Sergei O. Kurashkin
I
Ivan P. Malashin
V
Vadim S. Tynchenko
A
Aleksei S. Borodulin
A
Ahmad Hammoud
C
Connie Tee
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 1, Issue 1
Published
July 30, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (8)
N
Nikita V. Martyushev
B
Boris V. Malozyomov
S
Sergei O. Kurashkin
I
Ivan P. Malashin
V
Vadim S. Tynchenko
A
Aleksei S. Borodulin
A
Ahmad Hammoud
C
Connie Tee
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