stree_datasets/report.csv

1	dataset	classifier	accuracy
2	balance-scale	stree	0.97056
3	balance-scale	stree_default	0.91184
4	balance-scale	wodt	0.912
5	balance-scale	j48svm	0.94
6	balance-scale	oc1	0.9192
7	balance-scale	cart	0.78816
8	balance-scale	baseRaF	0.706738
9	balloons	stree	0.86
10	balloons	stree_default	0.653333
11	balloons	wodt	0.688333
12	balloons	j48svm	0.595
13	balloons	oc1	0.62
14	balloons	cart	0.671667
15	balloons	baseRaF	0.605
16	breast-cancer-wisc-diag	stree	0.972764
17	breast-cancer-wisc-diag	stree_default	0.968898
18	breast-cancer-wisc-diag	wodt	0.967317
19	breast-cancer-wisc-diag	j48svm	0.952878
20	breast-cancer-wisc-diag	oc1	0.933477
21	breast-cancer-wisc-diag	cart	0.93953
22	breast-cancer-wisc-diag	baseRaF	0.965694
23	breast-cancer-wisc-prog	stree	0.811128
24	breast-cancer-wisc-prog	stree_default	0.802051
25	breast-cancer-wisc-prog	wodt	0.710141
26	breast-cancer-wisc-prog	j48svm	0.724038
27	breast-cancer-wisc-prog	oc1	0.71
28	breast-cancer-wisc-prog	cart	0.699833
29	breast-cancer-wisc-prog	baseRaF	0.74485
30	breast-cancer-wisc	stree	0.966661
31	breast-cancer-wisc	stree_default	0.966661
32	breast-cancer-wisc	wodt	0.946208
33	breast-cancer-wisc	j48svm	0.967674
34	breast-cancer-wisc	oc1	0.940194
35	breast-cancer-wisc	cart	0.940629
36	breast-cancer-wisc	baseRaF	0.942857
37	breast-cancer	stree	0.734211
38	breast-cancer	stree_default	0.734211
39	breast-cancer	wodt	0.650236
40	breast-cancer	j48svm	0.707719
41	breast-cancer	oc1	0.649728
42	breast-cancer	cart	0.65444
43	breast-cancer	baseRaF	0.656438
44	cardiotocography-10clases	stree	0.712009
45	cardiotocography-10clases	stree_default	0.552558
46	cardiotocography-10clases	wodt	0.773706
47	cardiotocography-10clases	j48svm	0.830812
48	cardiotocography-10clases	oc1	0.795528
49	cardiotocography-10clases	cart	0.818864
50	cardiotocography-10clases	baseRaF	0.774788
51	cardiotocography-3clases	stree	0.891956
52	cardiotocography-3clases	stree_default	0.35207
53	cardiotocography-3clases	wodt	0.897509
54	cardiotocography-3clases	j48svm	0.927327
55	cardiotocography-3clases	oc1	0.899811
56	cardiotocography-3clases	cart	0.929258
57	cardiotocography-3clases	baseRaF	0.896715
58	conn-bench-sonar-mines-rocks	stree	0.755528
59	conn-bench-sonar-mines-rocks	stree_default	0.755528
60	conn-bench-sonar-mines-rocks	wodt	0.824959
61	conn-bench-sonar-mines-rocks	j48svm	0.73892
62	conn-bench-sonar-mines-rocks	oc1	0.710798
63	conn-bench-sonar-mines-rocks	cart	0.728711
64	conn-bench-sonar-mines-rocks	baseRaF	0.772981
65	cylinder-bands	stree	0.715049
66	cylinder-bands	stree_default	0.715049
67	cylinder-bands	wodt	0.704074
68	cylinder-bands	j48svm	0.726351
69	cylinder-bands	oc1	0.67106
70	cylinder-bands	cart	0.712703
71	cylinder-bands	baseRaF	0.675117
72	dermatology	stree	0.971833
73	dermatology	stree_default	0.966087
74	dermatology	wodt	0.965557
75	dermatology	j48svm	0.955735
76	dermatology	oc1	0.916087
77	dermatology	cart	0.932766
78	dermatology	baseRaF	0.970723
79	echocardiogram	stree	0.814758
80	echocardiogram	stree_default	0.808832
81	echocardiogram	wodt	0.733875
82	echocardiogram	j48svm	0.805527
83	echocardiogram	oc1	0.748291
84	echocardiogram	cart	0.745043
85	echocardiogram	baseRaF	0.753522
86	fertility	stree	0.88
87	fertility	stree_default	0.866
88	fertility	wodt	0.785
89	fertility	j48svm	0.857
90	fertility	oc1	0.793
91	fertility	cart	0.8
92	fertility	baseRaF	0.798
93	haberman-survival	stree	0.735637
94	haberman-survival	stree_default	0.735637
95	haberman-survival	wodt	0.664707
96	haberman-survival	j48svm	0.714056
97	haberman-survival	oc1	0.651634
98	haberman-survival	cart	0.65
99	haberman-survival	baseRaF	0.720133
100	heart-hungarian	stree	0.827522
101	heart-hungarian	stree_default	0.817674
102	heart-hungarian	wodt	0.764909
103	heart-hungarian	j48svm	0.785026
104	heart-hungarian	oc1	0.758298
105	heart-hungarian	cart	0.760508
106	heart-hungarian	baseRaF	0.779804
107	hepatitis	stree	0.824516
108	hepatitis	stree_default	0.796129
109	hepatitis	wodt	0.785806
110	hepatitis	j48svm	0.761935
111	hepatitis	oc1	0.756774
112	hepatitis	cart	0.765161
113	hepatitis	baseRaF	0.773671
114	ilpd-indian-liver	stree	0.723498
115	ilpd-indian-liver	stree_default	0.723498
116	ilpd-indian-liver	wodt	0.676176
117	ilpd-indian-liver	j48svm	0.690339
118	ilpd-indian-liver	oc1	0.660139
119	ilpd-indian-liver	cart	0.663423
120	ilpd-indian-liver	baseRaF	0.696685
121	ionosphere	stree	0.953276
122	ionosphere	stree_default	0.866056
123	ionosphere	wodt	0.88008
124	ionosphere	j48svm	0.891984
125	ionosphere	oc1	0.879742
126	ionosphere	cart	0.895771
127	ionosphere	baseRaF	0.875389
128	iris	stree	0.965333
129	iris	stree_default	0.965333
130	iris	wodt	0.946
131	iris	j48svm	0.947333
132	iris	oc1	0.948
133	iris	cart	0.938667
134	iris	baseRaF	0.953413
135	led-display	stree	0.703
136	led-display	stree_default	0.7007
137	led-display	wodt	0.7049
138	led-display	j48svm	0.7204
139	led-display	oc1	0.6993
140	led-display	cart	0.7037
141	led-display	baseRaF	0.70178
142	libras	stree	0.788333
143	libras	stree_default	0.747778
144	libras	wodt	0.764167
145	libras	j48svm	0.66
146	libras	oc1	0.645
147	libras	cart	0.655
148	libras	baseRaF	0.726722
149	low-res-spect	stree	0.865713
150	low-res-spect	stree_default	0.853102
151	low-res-spect	wodt	0.856459
152	low-res-spect	j48svm	0.83358
153	low-res-spect	oc1	0.824671
154	low-res-spect	cart	0.829206
155	low-res-spect	baseRaF	0.790875
156	lymphography	stree	0.823425
157	lymphography	stree_default	0.77046
158	lymphography	wodt	0.808782
159	lymphography	j48svm	0.778552
160	lymphography	oc1	0.734634
161	lymphography	cart	0.766276
162	lymphography	baseRaF	0.761622
163	mammographic	stree	0.81915
164	mammographic	stree_default	0.81915
165	mammographic	wodt	0.759839
166	mammographic	j48svm	0.821435
167	mammographic	oc1	0.768805
168	mammographic	cart	0.757131
169	mammographic	baseRaF	0.780206
170	molec-biol-promoter	stree	0.767056
171	molec-biol-promoter	stree_default	0.764416
172	molec-biol-promoter	wodt	0.798528
173	molec-biol-promoter	j48svm	0.744935
174	molec-biol-promoter	oc1	0.734805
175	molec-biol-promoter	cart	0.748701
176	molec-biol-promoter	baseRaF	0.667239
177	musk-1	stree	0.916388
178	musk-1	stree_default	0.843463
179	musk-1	wodt	0.838914
180	musk-1	j48svm	0.82693
181	musk-1	oc1	0.776401
182	musk-1	cart	0.780215
183	musk-1	baseRaF	0.834034
184	oocytes_merluccius_nucleus_4d	stree	0.835125
185	oocytes_merluccius_nucleus_4d	stree_default	0.810657
186	oocytes_merluccius_nucleus_4d	wodt	0.737673
187	oocytes_merluccius_nucleus_4d	j48svm	0.741766
188	oocytes_merluccius_nucleus_4d	oc1	0.743199
189	oocytes_merluccius_nucleus_4d	cart	0.728265
190	oocytes_merluccius_nucleus_4d	baseRaF	0.792313
191	oocytes_merluccius_states_2f	stree	0.912434
192	oocytes_merluccius_states_2f	stree_default	0.912434
193	oocytes_merluccius_states_2f	wodt	0.895115
194	oocytes_merluccius_states_2f	j48svm	0.901374
195	oocytes_merluccius_states_2f	oc1	0.889223
196	oocytes_merluccius_states_2f	cart	0.891193
197	oocytes_merluccius_states_2f	baseRaF	0.910551
198	oocytes_trisopterus_nucleus_2f	stree	0.800986
199	oocytes_trisopterus_nucleus_2f	stree_default	0.800986
200	oocytes_trisopterus_nucleus_2f	wodt	0.751431
201	oocytes_trisopterus_nucleus_2f	j48svm	0.756587
202	oocytes_trisopterus_nucleus_2f	oc1	0.747697
203	oocytes_trisopterus_nucleus_2f	cart	0.734313
204	oocytes_trisopterus_nucleus_2f	baseRaF	0.76193
205	oocytes_trisopterus_states_5b	stree	0.924441
206	oocytes_trisopterus_states_5b	stree_default	0.9023
207	oocytes_trisopterus_states_5b	wodt	0.89165
208	oocytes_trisopterus_states_5b	j48svm	0.887943
209	oocytes_trisopterus_states_5b	oc1	0.86393
210	oocytes_trisopterus_states_5b	cart	0.870263
211	oocytes_trisopterus_states_5b	baseRaF	0.922149
212	parkinsons	stree	0.882051
213	parkinsons	stree_default	0.882051
214	parkinsons	wodt	0.901538
215	parkinsons	j48svm	0.844615
216	parkinsons	oc1	0.865641
217	parkinsons	cart	0.855897
218	parkinsons	baseRaF	0.87924
219	pima	stree	0.766651
220	pima	stree_default	0.766651
221	pima	wodt	0.681591
222	pima	j48svm	0.749876
223	pima	oc1	0.693027
224	pima	cart	0.701172
225	pima	baseRaF	0.697005
226	pittsburg-bridges-MATERIAL	stree	0.867749
227	pittsburg-bridges-MATERIAL	stree_default	0.787446
228	pittsburg-bridges-MATERIAL	wodt	0.79961
229	pittsburg-bridges-MATERIAL	j48svm	0.855844
230	pittsburg-bridges-MATERIAL	oc1	0.81026
231	pittsburg-bridges-MATERIAL	cart	0.783593
232	pittsburg-bridges-MATERIAL	baseRaF	0.81136
233	pittsburg-bridges-REL-L	stree	0.62519
234	pittsburg-bridges-REL-L	stree_default	0.62519
235	pittsburg-bridges-REL-L	wodt	0.617143
236	pittsburg-bridges-REL-L	j48svm	0.645048
237	pittsburg-bridges-REL-L	oc1	0.604957
238	pittsburg-bridges-REL-L	cart	0.625333
239	pittsburg-bridges-REL-L	baseRaF	0.622107
240	pittsburg-bridges-SPAN	stree	0.658713
241	pittsburg-bridges-SPAN	stree_default	0.630234
242	pittsburg-bridges-SPAN	wodt	0.606959
243	pittsburg-bridges-SPAN	j48svm	0.621579
244	pittsburg-bridges-SPAN	oc1	0.579333
245	pittsburg-bridges-SPAN	cart	0.557544
246	pittsburg-bridges-SPAN	baseRaF	0.630217
247	pittsburg-bridges-T-OR-D	stree	0.861619
248	pittsburg-bridges-T-OR-D	stree_default	0.861619
249	pittsburg-bridges-T-OR-D	wodt	0.818429
250	pittsburg-bridges-T-OR-D	j48svm	0.838333
251	pittsburg-bridges-T-OR-D	oc1	0.831545
252	pittsburg-bridges-T-OR-D	cart	0.821619
253	pittsburg-bridges-T-OR-D	baseRaF	0.821007
254	planning	stree	0.73527
255	planning	stree_default	0.70455
256	planning	wodt	0.576847
257	planning	j48svm	0.711381
258	planning	oc1	0.566988
259	planning	cart	0.586712
260	planning	baseRaF	0.590586
261	post-operative	stree	0.703333
262	post-operative	stree_default	0.573333
263	post-operative	wodt	0.535556
264	post-operative	j48svm	0.701111
265	post-operative	oc1	0.542222
266	post-operative	cart	0.567778
267	post-operative	baseRaF	0.539375
268	seeds	stree	0.952857
269	seeds	stree_default	0.949048
270	seeds	wodt	0.940476
271	seeds	j48svm	0.909524
272	seeds	oc1	0.932381
273	seeds	cart	0.900476
274	seeds	baseRaF	0.942518
275	statlog-australian-credit	stree	0.678261
276	statlog-australian-credit	stree_default	0.667246
277	statlog-australian-credit	wodt	0.561594
278	statlog-australian-credit	j48svm	0.66029
279	statlog-australian-credit	oc1	0.573913
280	statlog-australian-credit	cart	0.595507
281	statlog-australian-credit	baseRaF	0.678261
282	statlog-german-credit	stree	0.7625
283	statlog-german-credit	stree_default	0.7625
284	statlog-german-credit	wodt	0.6929
285	statlog-german-credit	j48svm	0.7244
286	statlog-german-credit	oc1	0.6874
287	statlog-german-credit	cart	0.6738
288	statlog-german-credit	baseRaF	0.68762
289	statlog-heart	stree	0.822963
290	statlog-heart	stree_default	0.822963
291	statlog-heart	wodt	0.777778
292	statlog-heart	j48svm	0.795926
293	statlog-heart	oc1	0.749259
294	statlog-heart	cart	0.762222
295	statlog-heart	baseRaF	0.747605
296	statlog-image	stree	0.956623
297	statlog-image	stree_default	0.850649
298	statlog-image	wodt	0.954632
299	statlog-image	j48svm	0.967403
300	statlog-image	oc1	0.95013
301	statlog-image	cart	0.964892
302	statlog-image	baseRaF	0.953604
303	statlog-vehicle	stree	0.788537
304	statlog-vehicle	stree_default	0.695151
305	statlog-vehicle	wodt	0.726492
306	statlog-vehicle	j48svm	0.729651
307	statlog-vehicle	oc1	0.708496
308	statlog-vehicle	cart	0.728367
309	statlog-vehicle	baseRaF	0.789572
310	synthetic-control	stree	0.95
311	synthetic-control	stree_default	0.938833
312	synthetic-control	wodt	0.973167
313	synthetic-control	j48svm	0.922333
314	synthetic-control	oc1	0.863167
315	synthetic-control	cart	0.908333
316	synthetic-control	baseRaF	0.971567
317	tic-tac-toe	stree	0.984444
318	tic-tac-toe	stree_default	0.983296
319	tic-tac-toe	wodt	0.93905
320	tic-tac-toe	j48svm	0.983295
321	tic-tac-toe	oc1	0.91849
322	tic-tac-toe	cart	0.951558
323	tic-tac-toe	baseRaF	0.974906
324	vertebral-column-2clases	stree	0.852903
325	vertebral-column-2clases	stree_default	0.852903
326	vertebral-column-2clases	wodt	0.801935
327	vertebral-column-2clases	j48svm	0.84871
328	vertebral-column-2clases	oc1	0.815161
329	vertebral-column-2clases	cart	0.784839
330	vertebral-column-2clases	baseRaF	0.822601
331	wine	stree	0.979159
332	wine	stree_default	0.97581
333	wine	wodt	0.973048
334	wine	j48svm	0.979143
335	wine	oc1	0.916165
336	wine	cart	0.921937
337	wine	baseRaF	0.97748
338	zoo	stree	0.957524
339	zoo	stree_default	0.947619
340	zoo	wodt	0.954429
341	zoo	j48svm	0.92381
342	zoo	oc1	0.890952
343	zoo	cart	0.957476
344	zoo	baseRaF	0.936262