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International Journal of Intelligent Systems
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International Journal of Intelligent Systems
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2023
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Article
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Tab 4
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Research Article
Improving the Landslide Susceptibility Prediction Accuracy by Using Genetic Algorithm Optimized Machine Learning Approach
Table 4
Confusion matrix and recall before and after optimization of GBDT and Xgboost.
Model
True positive (TP)
True negative (TN)
Number of predictions
Recall (%)
Xgboost
23
40
58
85.2
GBDT
23
30
58
85.2
GA-Xgboost
24
30
58
88.9
GA-GBDT
26
28
58
96.3