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. 2020 Jul 11;1234:95–107. doi: 10.1007/978-981-15-7205-0_9

Table 3.

Comparison table of accuracy of multiple models

Model Mean squared error Hyperparameter
Random forest regression 0.1195 ‘n_estimators’:920
Adaboost regression 0.2127 ‘n_estimators’:1750
GBDT regression 0.1654 ‘n_estimators’:570
Lasso regression 0.1309 Kernel=‘linear’
BP neural network 0.0190 Number of hidden layer nodes:5