Movie Box Office Prediction Based on IFOA-GRNN

Table 5

Prediction effect table of different classifiers.

Algorithm	Accuracy (%)	Precision (%)	Recall (%)	F1 value
IFOA-GRNN	90.46	91.72	90.26	0.9098
FOA-GRNN	84.33	85.76	84.11	0.8492
GRNN	70.91	73.65	70.50	0.7204
KNN	73.55	73.91	73.66	0.7379
Naive Bayes	73.02	75.31	72.56	0.7389
Random forest	80.18	80.28	80.15	0.8022
Ensembles for boosting	78.61	78.83	78.69	0.7876
Discriminant analysis classifier	75.55	77.84	75.27	0.7653
SVM	79.18	79.35	79.08	0.7921