Table 5. Final feature set used in the experiment and their importance.

Rank	Feature	Importance	Rank	Feature	Importance	Rank	Feature	Importance
1	Cast ADC Profit	0.372038	9	Genre Success Share	0.023006	17	Cast Top Profit	0.011053
2	Budget Cont	0.167000	10	Cast Total Movies	0.020826	18	Season	0.011034
3	Dir Total Gross	0.064884	11	Genre Revenue Share	0.018179	19	Cast Total Members	0.009404
4	Cast Mean No Movies	0.029325	12	Cast ADC Freq	0.017742	20	Cast top avg profit	0.008937
5	Dir Avg Gross	0.028661	13	AGE	0.014721	21	Genre Freq Share	0.008166
6	Competition	0.024513	14	Genre ROI Share	0.013170	22	Plot topic	0.006682
7	Genre Budget Share	0.024290	15	Cast Novelty	0.013090	23	Genre(avg)	0.006602
8	Cast Total Rev	0.023006	16	Total Tenure	0.011701	24	Avg Annual Profit	0.005113