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Journal of Chemistry
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2023
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Article
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Tab 3
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Research Article
Investigation of the Wear Behavior of AA6063/Zirconium Oxide Nanocomposites Using Hybrid Machine Learning Algorithms
Table 3
Models with a certain class of hypertuned parameters.
ML algorithms
Factors
RF
MF = {3, 4}, MSL = {4, 5, 6}, NE = {15, 25, 55, 100}
DT
S
= {MSE, MAE}, MD = {1, 5, 7, 10}, MSL = {4, 5, 6}, MWFL = {0.1, 0.2, 0.5}
SVR
kernel = {rbf, linear}, gamma = {1
e
− 4, 1
e
− 5},
C
= {1, 10, 100}