Table 4.

Modeling results.

Index	Model Valuation Index	SPA			CARS			UVE
		SVM	PLS	RF	SVM	PLS	RF	SVM	PLS	RF
TPs	RC2	0.911	0.923	0.924	0.926	0.926	0.920	0.919	0.931	0.924
	RMSEC	0.006	0.005	0.005	0.005	0.00	0.005	0.005	0.004	0.005
	RMSECV	0.005	0.004	0.004	0.004	0.004	0.005	0.005	0.003	0.004
	RP2	0.886	0.900	0.890	0.898	0.911	0.887	0.899	0.895	0.895
	RMSEP	0.004	0.003	0.004	0.003	0.003	0.004	0.003	0.003	0.003
	RPD	3.497	5.178	2.718	4.797	5.223	3.587	4.886	4.285	4.438
FAA	RC2	0.857	0.850	0.880	0.870	0.854	0.852	0.860	0.847	0.877
	RMSEC	0.004	0.004	0.004	0.003	0.004	0.004	0.004	0.004	0.003
	RMSECV	0.003	0.003	0.003	0.003	0.003	0.003	0.003	0.003	0.003
	RP2	0.802	0.882	0.830	0.846	0.866	0.788	0.800	0.778	0.743
	RMSEP	0.002	0.001	0.002	0.002	0.002	0.003	0.002	0.002	0.003
	RPD	2.547	2.974	1.857	2.864	2.522	1.609	2.368	1.798	1.579
CAF	RC2	0.769	0.765	0.790	0.771	0.787	0.752	0.786	0.767	0.783
	RMSEC	0.004	0.004	0.003	0.003	0.003	0.003	0.003	0.003	0.004
	RMSECV	0.004	0.004	0.004	0.004	0.004	0.004	0.004	0.004	0.004
	RP2	0.756	0.757	0.748	0.763	0.814	0.742	0.721	0.741	0.752
	RMSEP	0.003	0.003	0.003	0.003	0.003	0.004	0.004	0.003	0.003
	RPD	2.052	2.045	1.540	1.754	2.426	1.488	1.403	2.015	1.700