Research on the Influencing Factors of Film Consumption and Box Office Forecast in the Digital Era: Based on the Perspective of Machine Learning and Model Integration

Table 3

Fitting effect analysis of extreme random tree model.

ERT: extremely randomized trees
Model	ERT_1_AutoML_20200707_105158
Frame	automl_training_Key_Frame__movie_r2.hex
Description	Metrics reported on out-of-bag training samples
Model_category	Regression
MSE	0.037427
RMSE	0.193462
r2	0.944621
Mean_residual_deviance	0.037427
mae	0.132382
rmsle	0.022773