Journal of Big Data

Table 6 Tukey HSD test for decision tree, random forest, and extra trees, ordered by AUPRC

From: Synthesizing class labels for highly imbalanced credit card fraud detection data

DT			RF			ET
P	AUPRC	Group	P	AUPRC	Group	P	AUPRC	Group
1900	0.3818	a	1800	0.3623	a	1700	0.3859	a
2500	0.3813	a	1600	0.3615	a	1500	0.3842	a
1800	0.3801	a	1400	0.3608	a	1800	0.3834	a
1700	0.3774	a	900	0.3607	a	1600	0.3832	a
2200	0.3767	ab	1300	0.3602	a	1900	0.3825	a
2000	0.3764	ab	1700	0.3597	a	1400	0.3806	a
2400	0.3763	ab	1500	0.3596	a	1300	0.3795	a
2300	0.3758	ab	1900	0.3547	a	2000	0.3741	ab
1600	0.3751	ab	1000	0.3529	a	2100	0.3712	ab
2100	0.3737	abc	1100	0.3523	ab	2200	0.3683	ab
1500	0.3714	abc	700	0.3493	ab	1100	0.3675	ab
1400	0.3565	bcd	2000	0.3491	ab	1000	0.3670	ab
1300	0.3542	cd	1200	0.3487	ab	2300	0.3650	abc
1200	0.3363	de	800	0.3470	ab	900	0.3649	abc
1100	0.3292	ef	600	0.3404	abc	2500	0.3616	abc
1000	0.3181	efg	500	0.3394	abc	1200	0.3613	abc
900	0.3146	fg	2100	0.3393	abc	2400	0.3592	abc
800	0.3111	fgh	2200	0.3328	abc	800	0.3574	abc
700	0.3029	gh	2300	0.3221	bcd	700	0.3569	abc
600	0.3008	gh	2400	0.3125	cd	600	0.3491	bc
500	0.2935	h	2500	0.3009	d	500	0.3357	c

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