Journal of Big Data

Table 5 RF results for datasets

From: An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

n_tree	MIMIC-III				SMS spam collection
n_tree	Accuracy	OOB error rate (%)	AUROC	CPU time	Accuracy	OOB error rate (%)	AUROC	CPU time
100	0.7663	23.17	0.904	27.67 secs	0.9085	9.89	0.968	53.9 secs
200	0.7641	23.29	0.907	51.81 secs	0.9097	9.78	0.969	1.49 min
500	0.7661	23.39	0.908	2.08 min	0.9183	9.09	0.970	3.99 min
1000	0.7671	23.09	0.908	4.14 min	0.9189	8.99	0.971	7.77 min
2000	0.7665	23.25	0.908	8.52 min	0.9188	9.07	0.971	15.34 min
5000	0.7661	23.39	0.909	23.94 min	0.9195	9.05	0.971	39.92 min
10000	0.7665	23.25	0.909	49.57 min	0.9289	8.60	0.971	1.38 h

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