Table 4.

Predicted AMDR (mm) at standard return periods for the five top-ranked statistical distribution models and the three machine learning models.

T (yr)	GEVMLE	GEVLM	GLLM	EPM	ELM	XGBR	RF	SVM
2	5.43	5.55	5.67	5.46	5.46	6.00	6.00	6.00
5	11.30	11.32	11.07	12.75	12.75	11.00	10.00	10.00
10	16.73	16.32	15.78	18.31	18.31	18.00	17.00	18.00
25	23.63	22.34	21.66	23.91	23.91	36.00	31.00	28.00
50	36.08	32.62	32.24	31.38	31.38	45.00	41.00	32.00
100	49.17	42.94	43.37	37.08	37.08	46.00	42.00	35.00