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Results

Ricardo Montañana Gómez edited this page 2021-07-23 12:44:25 +02:00

#	Dataset	#S	#F	#L	STree	STree default	WODT	J48SVM-ODT	OC1	CART	TBSVM-ODT
1	balance-scale	625	4	3	0.9706±0.015	0.9107±0.025	0.9213±0.031	0.9402±0.022	0.9192±0.023	0.7821±0.036	0.7067±0.231
2	balloons	16	4	2	0.8600±0.285	0.6533±0.263	0.6783±0.253	0.5950±0.188	0.6200±0.261	0.6833±0.270	0.6050±0.230
3	breast-cancer-wisc-diag	569	30	2	0.9728±0.017	0.9689±0.018	0.9659±0.014	0.9518±0.025	0.9335±0.026	0.9239±0.023	0.9657±0.014
4	breast-cancer-wisc-prog	198	33	2	0.8111±0.058	0.8021±0.054	0.7076±0.068	0.7240±0.072	0.7100±0.080	0.6915±0.072	0.7449±0.054
5	breast-cancer-wisc	699	9	2	0.9667±0.014	0.9667±0.014	0.9424±0.018	0.9672±0.012	0.9402±0.021	0.9434±0.021	0.9429±0.017
6	breast-cancer	286	9	2	0.7342±0.048	0.7342±0.048	0.6632±0.049	0.7074±0.052	0.6497±0.068	0.6363±0.055	0.6564±0.050
7	cardiotocography-10clases	2126	21	10	0.7915±0.019	0.7915±0.019	0.7793±0.020	0.8303±0.017	0.7955±0.019	0.8109±0.019	0.7748±0.018
8	cardiotocography-3clases	2126	21	3	0.9006±0.015	0.9006±0.015	0.9014±0.016	0.9285±0.012	0.8998±0.016	0.9205±0.014	0.8967±0.013
9	conn-bench-sonar-mines-rocks	208	60	2	0.7555±0.068	0.7555±0.068	0.8041±0.058	0.7389±0.064	0.7108±0.072	0.7254±0.069	0.7730±0.055
10	cylinder-bands	512	35	2	0.7150±0.037	0.7150±0.037	0.7025±0.037	0.7265±0.030	0.6711±0.042	0.7126±0.046	0.6751±0.036
11	dermatology	366	34	6	0.9718±0.021	0.9661±0.020	0.9642±0.017	0.9571±0.024	0.9161±0.043	0.9396±0.024	0.9707±0.018
12	echocardiogram	131	10	2	0.8148±0.100	0.8088±0.070	0.7424±0.080	0.8055±0.084	0.7483±0.087	0.7444±0.083	0.7535±0.072
13	fertility	100	9	2	0.8800±0.055	0.8660±0.062	0.8040±0.068	0.8570±0.071	0.7930±0.080	0.7990±0.084	0.7980±0.079
14	haberman-survival	306	3	2	0.7356±0.043	0.7356±0.043	0.6640±0.048	0.7150±0.049	0.6516±0.058	0.6405±0.055	0.7201±0.048
15	heart-hungarian	294	12	2	0.8275±0.051	0.8177±0.051	0.7619±0.052	0.7850±0.048	0.7583±0.048	0.7506±0.045	0.7798±0.045
16	hepatitis	155	19	2	0.8245±0.074	0.7961±0.072	0.7684±0.084	0.7619±0.058	0.7568±0.076	0.7658±0.073	0.7737±0.064
17	ilpd-indian-liver	583	9	2	0.7235±0.038	0.7235±0.038	0.6779±0.036	0.6903±0.042	0.6601±0.050	0.6640±0.038	0.6967±0.036
18	ionosphere	351	33	2	0.9533±0.024	0.8661±0.037	0.8795±0.039	0.8920±0.034	0.8797±0.041	0.8758±0.038	0.8754±0.034
19	iris	150	4	3	0.9653±0.032	0.9653±0.032	0.9467±0.037	0.9460±0.035	0.9480±0.047	0.9387±0.044	0.9534±0.031
20	led-display	1000	7	10	0.7030±0.029	0.7030±0.029	0.7047±0.029	0.7209±0.029	0.6993±0.031	0.7037±0.030	0.7018±0.024
21	libras	360	90	15	0.7886±0.052	0.7478±0.056	0.7756±0.055	0.6597±0.063	0.6450±0.062	0.6550±0.059	0.7267±0.046
22	low-res-spect	531	100	9	0.8838±0.032	0.8531±0.034	0.8555±0.032	0.8383±0.039	0.8247±0.034	0.8352±0.031	0.7909±0.034
23	lymphography	148	18	4	0.8350±0.059	0.7738±0.077	0.7800±0.076	0.7786±0.079	0.7346±0.075	0.7683±0.076	0.7616±0.073
24	mammographic	961	5	2	0.8192±0.022	0.8192±0.022	0.7580±0.025	0.8215±0.024	0.7688±0.042	0.7569±0.021	0.7802±0.026
25	molec-biol-promoter	106	57	2	0.7671±0.091	0.7644±0.083	0.7789±0.077	0.7440±0.091	0.7348±0.079	0.7158±0.088	0.6672±0.089
26	musk-1	476	166	2	0.9164±0.028	0.8435±0.032	0.8412±0.034	0.8269±0.047	0.7764±0.041	0.7769±0.044	0.8340±0.036
27	oocytes_merluccius_nucleus_4d	1022	41	2	0.8351±0.022	0.8107±0.025	0.7348±0.026	0.7435±0.034	0.7432±0.039	0.7196±0.031	0.7923±0.024
28	oocytes_merluccius_states_2f	1022	25	3	0.9154±0.020	0.9154±0.020	0.9029±0.022	0.9021±0.022	0.8892±0.022	0.8912±0.025	0.9106±0.018
29	oocytes_trisopterus_nucleus_2f	912	25	2	0.8010±0.022	0.8010±0.022	0.7491±0.036	0.7540±0.034	0.7477±0.034	0.7258±0.030	0.7619±0.029
30	oocytes_trisopterus_states_5b	912	32	3	0.9222±0.018	0.9167±0.020	0.8888±0.021	0.8984±0.026	0.8639±0.021	0.8703±0.026	0.9221±0.016
31	parkinsons	195	22	2	0.8821±0.048	0.8821±0.048	0.9005±0.051	0.8446±0.052	0.8656±0.055	0.8559±0.058	0.8792±0.043
32	pima	768	8	2	0.7667±0.030	0.7667±0.030	0.6882±0.035	0.7505±0.027	0.6930±0.035	0.7012±0.031	0.6970±0.033
33	pittsburg-bridges-MATERIAL	106	7	3	0.8677±0.071	0.7913±0.070	0.7995±0.077	0.8503±0.074	0.8103±0.088	0.8006±0.076	0.8114±0.072
34	pittsburg-bridges-REL-L	103	7	3	0.6322±0.101	0.6322±0.101	0.6184±0.085	0.6450±0.104	0.6050±0.121	0.6172±0.102	0.6221±0.084
35	pittsburg-bridges-SPAN	92	7	3	0.6598±0.117	0.6302±0.097	0.5872±0.116	0.6149±0.119	0.5793±0.097	0.5575±0.096	0.6302±0.086
36	pittsburg-bridges-T-OR-D	102	7	2	0.8616±0.069	0.8616±0.069	0.8375±0.074	0.8383±0.078	0.8315±0.083	0.8225±0.089	0.8210±0.072
37	planning	182	12	2	0.7353±0.067	0.7046±0.075	0.5683±0.087	0.7114±0.050	0.5670±0.098	0.5740±0.078	0.5906±0.072
38	post-operative	90	8	3	0.7111±0.075	0.6756±0.090	0.5567±0.106	0.7011±0.087	0.5422±0.128	0.5822±0.106	0.5394±0.103
39	seeds	210	7	3	0.9529±0.028	0.9490±0.037	0.9290±0.042	0.9090±0.049	0.9324±0.037	0.9162±0.042	0.9425±0.029
40	statlog-australian-credit	690	14	2	0.6783±0.039	0.6672±0.039	0.5617±0.038	0.6603±0.036	0.5739±0.058	0.5720±0.041	0.6783±0.032
41	statlog-german-credit	1000	24	2	0.7625±0.027	0.7625±0.027	0.6825±0.021	0.7244±0.028	0.6874±0.038	0.6897±0.025	0.6876±0.029
42	statlog-heart	270	13	2	0.8230±0.044	0.8230±0.044	0.7778±0.048	0.8096±0.048	0.7493±0.058	0.7344±0.047	0.7476±0.051
43	statlog-image	2310	18	7	0.9559±0.010	0.9526±0.008	0.9534±0.011	0.9676±0.011	0.9501±0.009	0.9613±0.009	0.9536±0.043
44	statlog-vehicle	846	18	4	0.7930±0.030	0.7930±0.030	0.7297±0.030	0.7323±0.031	0.7085±0.037	0.7064±0.031	0.7896±0.029
45	synthetic-control	600	60	6	0.9500±0.025	0.9388±0.030	0.9785±0.015	0.9223±0.031	0.8632±0.037	0.9023±0.025	0.9716±0.015
46	tic-tac-toe	958	9	2	0.9844±0.008	0.9833±0.008	0.9423±0.033	0.9833±0.008	0.9185±0.037	0.9523±0.019	0.9749±0.012
47	vertebral-column-2clases	310	6	2	0.8529±0.041	0.8529±0.041	0.8071±0.056	0.8523±0.045	0.8152±0.047	0.7997±0.042	0.8226±0.040
48	wine	178	13	3	0.9792±0.022	0.9758±0.024	0.9679±0.028	0.9786±0.021	0.9162±0.047	0.9016±0.053	0.9775±0.021
49	zoo	101	16	7	0.9575±0.045	0.9476±0.042	0.9514±0.044	0.9238±0.047	0.8910±0.077	0.9556±0.044	0.9363±0.049