Research Article

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 5

Analysis of fitting effect of fivefold crossfolding training fusion with three models.

Stacked ensemble

ModelStackedEnsemble_AllModels_AutoML_20200707_105158
Frameautoml_training_Key_Frame__movie_r2.hex
Description·
Model_categoryRegression
MSE0.005488
RMSE0.074081
r20.99188
Mean_residual_deviance0.005488
mae0.050961
rmsle0.008718