#	Dataset	BaggingJ48-SVMODT	BaggingWodt	Odte	RandomForest	TBRRoF	TBRaF	TBRoF	XGBoost
1	balance-scale	0.9498±0.018	0.9566±0.018	0.9238±0.022	0.8376±0.020	0.9028±0.021	0.9023±0.024	0.6981±0.231	0.8632±0.026
2	balloons	0.5983±0.219	0.6700±0.247	0.6450±0.304	0.6233±0.285	0.6388±0.236	0.5938±0.230	0.5837±0.241	0.6300±0.305
3	breast-cancer-wisc-diag	0.9652±0.018	0.9768±0.012	0.9717±0.015	0.9597±0.018	0.9724±0.014	0.9718±0.013	0.9575±0.016	0.9645±0.019
4	breast-cancer-wisc-prog	0.8039±0.061	0.7991±0.051	0.7947±0.049	0.7936±0.030	0.8007±0.058	0.7880±0.061	0.7515±0.060	0.7929±0.045
5	breast-cancer-wisc	0.9685±0.012	0.9631±0.012	0.9671±0.012	0.9680±0.012	0.9679±0.014	0.9682±0.012	0.9404±0.016	0.9575±0.014
6	breast-cancer	0.7227±0.051	0.7026±0.053	0.7391±0.026	0.7279±0.046	0.7358±0.040	0.7378±0.046	0.6895±0.050	0.6689±0.054
7	cardiotocography-10clases	0.8692±0.014	0.8344±0.020	0.8378±0.017	0.8714±0.018	0.6963±0.025	0.6568±0.058	0.7837±0.018	0.8841±0.015
8	cardiotocography-3clases	0.9442±0.011	0.9235±0.013	0.9149±0.013	0.9428±0.011	0.8594±0.019	0.8737±0.018	0.8930±0.014	0.9518±0.008
9	conn-bench-sonar-mines-rocks	0.7952±0.071	0.8469±0.057	0.7779±0.060	0.8117±0.053	0.8378±0.047	0.8213±0.051	0.7517±0.053	0.8413±0.055
10	cylinder-bands	0.7895±0.036	0.7605±0.045	0.7441±0.043	0.7941±0.039	0.7591±0.039	0.7338±0.045	0.6790±0.043	0.7992±0.031
11	dermatology	0.9667±0.025	0.9686±0.018	0.9702±0.016	0.9751±0.014	0.9755±0.015	0.9742±0.015	0.9664±0.018	0.9659±0.019
12	echocardiogram	0.8374±0.065	0.7722±0.074	0.8306±0.052	0.8208±0.062	0.8425±0.056	0.8415±0.055	0.7448±0.070	0.8033±0.074
13	fertility	0.8720±0.069	0.8570±0.056	0.8644±0.035	0.8710±0.038	0.8800±0.060	0.8800±0.059	0.7890±0.088	0.8430±0.052
14	haberman-survival	0.7244±0.053	0.6807±0.052	0.7301±0.016	0.6968±0.049	0.7291±0.042	0.7305±0.043	0.7252±0.046	0.6599±0.048
15	heart-hungarian	0.8000±0.052	0.8112±0.049	0.8157±0.045	0.8130±0.039	0.8138±0.038	0.8179±0.041	0.7598±0.045	0.7939±0.048
16	hepatitis	0.7948±0.071	0.8239±0.086	0.8171±0.065	0.8311±0.054	0.8139±0.050	0.8134±0.057	0.7618±0.062	0.7858±0.058
17	ilpd-indian-liver	0.6916±0.037	0.7091±0.031	0.7136±0.008	0.7032±0.038	0.7137±0.034	0.7078±0.031	0.6771±0.038	0.6938±0.039
18	ionosphere	0.9270±0.029	0.9120±0.034	0.9054±0.030	0.9325±0.024	0.9178±0.025	0.9320±0.024	0.8642±0.033	0.9231±0.028
19	iris	0.9433±0.037	0.9487±0.031	0.9593±0.041	0.9473±0.040	0.9656±0.027	0.9665±0.025	0.9584±0.027	0.9413±0.037
20	led-display	0.7209±0.028	0.7071±0.030	0.7146±0.027	0.7114±0.026	0.3765±0.090	0.7044±0.030	0.6682±0.102	0.7150±0.026
21	libras	0.7586±0.051	0.8314±0.041	0.8729±0.041	0.8206±0.039	0.8839±0.035	0.8578±0.040	0.7007±0.052	0.7547±0.055
22	low-res-spect	0.8787±0.033	0.8874±0.030	0.9111±0.023	0.8952±0.025	0.8993±0.025	0.8975±0.024	0.8161±0.030	0.8891±0.022
23	lymphography	0.8062±0.076	0.8520±0.058	0.8334±0.066	0.8451±0.053	0.8332±0.059	0.8331±0.063	0.7612±0.071	0.8462±0.058
24	mammographic	0.8279±0.023	0.7827±0.023	0.8311±0.026	0.7997±0.030	0.8210±0.022	0.8291±0.022	0.8120±0.022	0.7983±0.027
25	molec-biol-promoter	0.8374±0.079	0.8180±0.083	0.7864±0.081	0.8872±0.067	0.8194±0.075	0.8137±0.073	0.6292±0.083	0.8605±0.073
26	musk-1	0.8948±0.029	0.8958±0.036	0.8611±0.039	0.8939±0.032	0.8937±0.026	0.8780±0.032	0.8129±0.036	0.8897±0.031
27	oocytes_merluccius_nucleus_4d	0.8047±0.024	0.8024±0.021	0.8079±0.022	0.8047±0.021	0.8251±0.023	0.8179±0.022	0.8174±0.022	0.8115±0.025
28	oocytes_merluccius_states_2f	0.9172±0.021	0.9189±0.017	0.9242±0.013	0.9242±0.018	0.9237±0.015	0.9226±0.015	0.9165±0.017	0.9281±0.018
29	oocytes_trisopterus_nucleus_2f	0.8317±0.027	0.8086±0.024	0.8087±0.024	0.8102±0.023	0.8302±0.024	0.8271±0.025	0.7843±0.030	0.8248±0.028
30	oocytes_trisopterus_states_5b	0.9246±0.018	0.9236±0.017	0.9274±0.017	0.9145±0.020	0.9046±0.019	0.9057±0.019	0.9277±0.015	0.9282±0.017
31	parkinsons	0.9021±0.040	0.9277±0.035	0.9031±0.050	0.9047±0.051	0.9297±0.036	0.9141±0.036	0.8735±0.045	0.9138±0.043
32	pima	0.7624±0.032	0.7459±0.031	0.7725±0.025	0.7626±0.023	0.7655±0.028	0.7646±0.029	0.7358±0.030	0.7332±0.030
33	pittsburg-bridges-MATERIAL	0.8530±0.067	0.8101±0.074	0.8372±0.050	0.8373±0.052	0.8527±0.053	0.8651±0.058	0.7952±0.079	0.8320±0.058
34	pittsburg-bridges-REL-L	0.6740±0.101	0.6690±0.088	0.6851±0.081	0.6945±0.091	0.6779±0.084	0.6899±0.078	0.5911±0.097	0.6592±0.101
35	pittsburg-bridges-SPAN	0.6540±0.113	0.6481±0.112	0.6854±0.089	0.6420±0.080	0.6570±0.089	0.6770±0.079	0.5811±0.091	0.6673±0.091
36	pittsburg-bridges-T-OR-D	0.8474±0.076	0.8579±0.078	0.8638±0.051	0.8501±0.045	0.8628±0.056	0.8671±0.064	0.8264±0.075	0.8502±0.050
37	planning	0.7037±0.056	0.6696±0.072	0.7144±0.010	0.6848±0.043	0.7177±0.057	0.7139±0.060	0.6137±0.074	0.6169±0.070
38	post-operative	0.6767±0.081	0.5944±0.087	0.7036±0.054	0.6278±0.094	0.6920±0.085	0.7072±0.084	0.5345±0.101	0.5689±0.085
39	seeds	0.9281±0.044	0.9400±0.041	0.9357±0.028	0.9252±0.034	0.9478±0.029	0.9424±0.030	0.9417±0.031	0.9348±0.038
40	statlog-australian-credit	0.6765±0.035	0.6170±0.034	0.6783±0.003	0.6702±0.024	0.6454±0.030	0.6688±0.030	0.5800±0.040	0.6336±0.032
41	statlog-german-credit	0.7669±0.022	0.7597±0.027	0.7605±0.018	0.7642±0.021	0.7468±0.026	0.7407±0.030	0.7263±0.025	0.7602±0.023
42	statlog-heart	0.8359±0.043	0.8267±0.045	0.8389±0.043	0.8348±0.050	0.8333±0.042	0.8369±0.039	0.7514±0.054	0.8085±0.047
43	statlog-image	0.9774±0.006	0.9713±0.007	0.9639±0.008	0.9784±0.008	0.9340±0.024	0.9420±0.021	0.9425±0.070	0.9819±0.007
44	statlog-vehicle	0.7596±0.028	0.7625±0.028	0.8129±0.030	0.7513±0.026	0.7360±0.038	0.7547±0.030	0.7901±0.027	0.7689±0.027
45	synthetic-control	0.9613±0.022	0.9850±0.010	0.9865±0.009	0.9868±0.009	0.9922±0.007	0.9903±0.008	0.9518±0.019	0.9753±0.012
46	tic-tac-toe	0.9833±0.008	0.9855±0.009	0.9833±0.009	0.9890±0.009	0.8797±0.029	0.8656±0.025	0.9833±0.008	0.9888±0.008
47	vertebral-column-2clases	0.8548±0.043	0.8361±0.043	0.8565±0.039	0.8297±0.036	0.8434±0.038	0.8426±0.037	0.8190±0.041	0.8271±0.036
48	wine	0.9792±0.020	0.9786±0.022	0.9747±0.021	0.9797±0.024	0.9846±0.017	0.9818±0.020	0.9797±0.026	0.9635±0.031
49	zoo	0.9317±0.047	0.9575±0.038	0.9579±0.048	0.9607±0.040	0.9468±0.045	0.9346±0.056	0.9307±0.052	0.9585±0.035
	Average Score	0.8346±0.100	0.8303±0.108	0.8391±0.095	0.8347±0.102	0.8261±0.116	0.8306±0.099	0.7871±0.121	0.8256±0.111

• Friedman statistic: 71,199
• Critical χ2 Value for df=7 and alpha=0,05: 1,4067140e+01
• p-value: 8,4539938e-13 is less than 0,05
• The null hypothesis H₀ is rejected.

Post-hoc Holm test: H₀: There is no significant differences between the control model and the other models.

classifier	pvalue	rank	win	tie	loss	H0
Odte	-	3,49	-	-	-
TBRRoF	9,9244e-01	3,60	27	0	22	accepted
TBRaF	9,9244e-01	3,83	27	0	22	accepted
RandomForest	6,0331e-01	4,12	27	0	22	accepted
BaggingJ48-SVMODT	3,0472e-01	4,37	31	0	18	accepted
BaggingWodt	7,4847e-02	4,69	32	0	17	accepted
XGBoost	2,0470e-02	4,94	32	0	17	rejected
TBRoF	1,6602e-11	6,96	45	0	4	rejected