benchmark/results/exreport_accuracy.csv

1	classifier	dataset	accuracy	stdev
2	ExtraTree	balance-scale	0.7878399999999999	0.03687783073880566
3	ExtraTree	balloons	0.575	0.28927591596182967
4	ExtraTree	breast-cancer-wisc-diag	0.9131858407079645	0.027969722048511687
5	ExtraTree	breast-cancer-wisc-prog	0.6632179487179486	0.07656410793102837
6	ExtraTree	breast-cancer-wisc	0.9403360739979445	0.02165140889671454
7	ExtraTree	breast-cancer	0.656908650937689	0.05914309228326181
8	ExtraTree	cardiotocography-10clases	0.6989177575255454	0.030051929270415455
9	ExtraTree	cardiotocography-3clases	0.8819887323943664	0.01507833257138732
10	ExtraTree	conn-bench-sonar-mines-rocks	0.6956445993031357	0.07653320217222026
11	ExtraTree	cylinder-bands	0.6958918713116314	0.04592870865503856
12	ExtraTree	dermatology	0.8975268419104035	0.039527668904658364
13	ExtraTree	echocardiogram	0.7305982905982905	0.08853188223988526
14	ExtraTree	fertility	0.8059999999999999	0.06902173570694958
15	ExtraTree	haberman-survival	0.6500105764145954	0.06301971546791206
16	ExtraTree	heart-hungarian	0.7604909409701931	0.04869532741159298
17	ExtraTree	hepatitis	0.7793548387096775	0.07805118521205993
18	ExtraTree	ilpd-indian-liver	0.6634232242852933	0.03869963692900845
19	ExtraTree	ionosphere	0.8540885311871226	0.04332727262995767
20	ExtraTree	iris	0.9333333333333335	0.044221663871405324
21	ExtraTree	led-display	0.7036999999999999	0.02880642289490313
22	ExtraTree	libras	0.6022222222222223	0.05851558829982036
23	ExtraTree	low-res-spect	0.8043255157820492	0.03860708555393554
24	ExtraTree	lymphography	0.7288505747126437	0.07209829097764534
25	ExtraTree	mammographic	0.7595207253886009	0.027055981087449776
26	ExtraTree	molec-biol-promoter	0.6611255411255411	0.09268635844993099
27	ExtraTree	musk-1	0.7796030701754388	0.043688902783382194
28	ExtraTree	oocytes_merluccius_nucleus_4d	0.6907929220468675	0.025573299489788766
29	ExtraTree	oocytes_merluccius_states_2f	0.8678149210903873	0.01875101003253329
30	ExtraTree	oocytes_trisopterus_nucleus_2f	0.6820134510298443	0.035675489219353006
31	ExtraTree	oocytes_trisopterus_states_5b	0.8403422806701495	0.02618600526924095
32	ExtraTree	parkinsons	0.8482051282051282	0.06020783639564789
33	ExtraTree	pima	0.6649944826415415	0.03466246243736563
34	ExtraTree	pittsburg-bridges-MATERIAL	0.7835930735930735	0.07970952540707685
35	ExtraTree	pittsburg-bridges-REL-L	0.6253333333333333	0.10873604896570042
36	ExtraTree	pittsburg-bridges-SPAN	0.5715204678362573	0.12252433352049193
37	ExtraTree	pittsburg-bridges-T-OR-D	0.8365714285714287	0.08634786997098468
38	ExtraTree	planning	0.5972672672672672	0.08066489784697915
39	ExtraTree	post-operative	0.5733333333333334	0.10566660824861103
40	ExtraTree	seeds	0.8838095238095236	0.04354995567685211
41	ExtraTree	statlog-australian-credit	0.5704347826086956	0.041879795179494514
42	ExtraTree	statlog-german-credit	0.6663999999999999	0.030692670134740637
43	ExtraTree	statlog-heart	0.7507407407407407	0.04860326215293292
44	ExtraTree	statlog-image	0.928917748917749	0.011578447915777758
45	ExtraTree	statlog-vehicle	0.6626481030281935	0.029721786236711036
46	ExtraTree	synthetic-control	0.8525	0.03449033681095813
47	ExtraTree	tic-tac-toe	0.8658529668411867	0.030146489305175026
48	ExtraTree	vertebral-column-2clases	0.747741935483871	0.06311049392365933
49	ExtraTree	wine	0.8719999999999999	0.06055135103670992
50	ExtraTree	zoo	0.9346666666666665	0.06150449350322653
51	STree	balance-scale	0.97056	0.015046806970251203
52	STree	balloons	0.86	0.28501461950807594
53	STree	breast-cancer-wisc-diag	0.9727635460332246	0.017313211324042233
54	STree	breast-cancer-wisc-prog	0.811128205128205	0.05846009894763935
55	STree	breast-cancer-wisc	0.967808838643371	0.012084225264206064
56	STree	breast-cancer	0.7342105263157894	0.047977358056609264
57	STree	cardiotocography-10clases	0.8094129798398231	0.023346080031830214
58	STree	cardiotocography-3clases	0.904047500690417	0.015332156149647586
59	STree	conn-bench-sonar-mines-rocks	0.8320905923344947	0.06095204566527709
60	STree	cylinder-bands	0.7476127926898914	0.04110007272505122
61	STree	dermatology	0.9718326545723807	0.020688266783058316
62	STree	echocardiogram	0.848974358974359	0.06695913759706462
63	STree	fertility	0.88	0.0547722557505166
64	STree	haberman-survival	0.735637228979376	0.04346136548997221
65	STree	heart-hungarian	0.8275219170075979	0.05052827428335672
66	STree	hepatitis	0.8245161290322581	0.073887165430815
67	STree	ilpd-indian-liver	0.7234983790156204	0.038488555090414656
68	STree	ionosphere	0.9532756539235413	0.02385368651558141
69	STree	iris	0.966	0.032991581417756315
70	STree	led-display	0.7030000000000001	0.029120439557122058
71	STree	libras	0.7886111111111112	0.05169130237032862
72	STree	low-res-spect	0.8975365896667254	0.03121679591619338
73	STree	lymphography	0.8350344827586206	0.05906491141171708
74	STree	mammographic	0.8267465457685665	0.022926835290767923
75	STree	molec-biol-promoter	0.827142857142857	0.09431966640910128
76	STree	musk-1	0.9163881578947368	0.027520787090975468
77	STree	oocytes_merluccius_nucleus_4d	0.8351252989000477	0.02209607725442717
78	STree	oocytes_merluccius_states_2f	0.9179062649450025	0.016316580296653664
79	STree	oocytes_trisopterus_nucleus_2f	0.8009860085269921	0.0218449453461112
80	STree	oocytes_trisopterus_states_5b	0.9222488440521228	0.017920300227679892
81	STree	parkinsons	0.882051282051282	0.04783271309276316
82	STree	pima	0.7692530345471521	0.02618732989053553
83	STree	pittsburg-bridges-MATERIAL	0.8677489177489177	0.07122264688853039
84	STree	pittsburg-bridges-REL-L	0.6645714285714286	0.10801301676827298
85	STree	pittsburg-bridges-SPAN	0.659766081871345	0.11650021102545294
86	STree	pittsburg-bridges-T-OR-D	0.8628095238095238	0.0747571882042698
87	STree	planning	0.7352702702702704	0.06697755238925641
88	STree	post-operative	0.711111111111111	0.07535922203472521
89	STree	seeds	0.9528571428571427	0.0279658035429067
90	STree	statlog-australian-credit	0.6782608695652174	0.03904983647915211
91	STree	statlog-german-credit	0.7644	0.028803472012936236
92	STree	statlog-heart	0.8229629629629629	0.044003990341567836
93	STree	statlog-image	0.9559307359307361	0.00956073126474503
94	STree	statlog-vehicle	0.7930281935259312	0.03010396812322711
95	STree	synthetic-control	0.9833333333333334	0.01092906420717001
96	STree	tic-tac-toe	0.9844442626527051	0.008387465200358178
97	STree	vertebral-column-2clases	0.8529032258064515	0.04088510843291576
98	STree	wine	0.9791587301587302	0.022426953738041516
99	STree	zoo	0.9575238095238094	0.04546150348723332
100	ODTE	balance-scale	0.9239999999999999	0.021659178193089396
101	ODTE	balloons	0.7066666666666667	0.26100234141137935
102	ODTE	breast-cancer-wisc-diag	0.9739931687626143	0.016554866765950735
103	ODTE	breast-cancer-wisc-prog	0.8070512820512818	0.059157047027533
104	ODTE	breast-cancer-wisc	0.9692415210688591	0.012072349303984906
105	ODTE	breast-cancer	0.7359649122807018	0.043381723438568644
106	ODTE	cardiotocography-10clases	0.8377754211543773	0.020035258312140675
107	ODTE	cardiotocography-3clases	0.9158537420602043	0.013571959275117652
108	ODTE	conn-bench-sonar-mines-rocks	0.7854239256678279	0.07210263797211701
109	ODTE	cylinder-bands	0.7460803350466401	0.04260435987279008
110	ODTE	dermatology	0.9680081451314329	0.023334849960359193
111	ODTE	echocardiogram	0.8238746438746438	0.06589070412230422
112	ODTE	fertility	0.88	0.0547722557505166
113	ODTE	haberman-survival	0.7353569539925967	0.048347683288816515
114	ODTE	heart-hungarian	0.8214085330216249	0.049935356113179924
115	ODTE	hepatitis	0.8283870967741934	0.0804358574219804
116	ODTE	ilpd-indian-liver	0.7157987032124963	0.04136086940136927
117	ODTE	ionosphere	0.9059718309859154	0.03471067999538322
118	ODTE	iris	0.964	0.03255081497528987
119	ODTE	led-display	0.7137000000000002	0.025880687780659915
120	ODTE	libras	0.8625	0.047079031268550814
121	ODTE	low-res-spect	0.9093969317580672	0.035428439542986974
122	ODTE	lymphography	0.832344827586207	0.06549748038347303
123	ODTE	mammographic	0.8288347366148531	0.022955531218077037
124	ODTE	molec-biol-promoter	0.7904329004329003	0.0963032622623464
125	ODTE	musk-1	0.8548026315789474	0.033674907626638946
126	ODTE	oocytes_merluccius_nucleus_4d	0.8087986609277857	0.02324664503616214
127	ODTE	oocytes_merluccius_states_2f	0.9230946915351506	0.015908353110954166
128	ODTE	oocytes_trisopterus_nucleus_2f	0.8073500270221581	0.022955567972911185
129	ODTE	oocytes_trisopterus_states_5b	0.9267387257551191	0.01807476944375977
130	ODTE	parkinsons	0.9066666666666667	0.04522134909753559
131	ODTE	pima	0.7728910958322721	0.02900120258111359
132	ODTE	pittsburg-bridges-MATERIAL	0.8277922077922077	0.07594184145809477
133	ODTE	pittsburg-bridges-REL-L	0.6884761904761906	0.09103880212339951
134	ODTE	pittsburg-bridges-SPAN	0.6746783625730994	0.10284887278436884
135	ODTE	pittsburg-bridges-T-OR-D	0.8664761904761904	0.07649172587269897
136	ODTE	planning	0.714924924924925	0.07235508746526072
137	ODTE	post-operative	0.711111111111111	0.07535922203472521
138	ODTE	seeds	0.9376190476190476	0.04009342830436526
139	ODTE	statlog-australian-credit	0.6782608695652174	0.03904983647915211
140	ODTE	statlog-german-credit	0.7576	0.029227384419410526
141	ODTE	statlog-heart	0.8362962962962963	0.043879120650725585
142	ODTE	statlog-image	0.9628138528138528	0.00586719844055923
143	ODTE	statlog-vehicle	0.7922151061608075	0.04107954624320137
144	ODTE	synthetic-control	0.987	0.009741092797468319
145	ODTE	tic-tac-toe	0.983296247818499	0.008356787795559038
146	ODTE	vertebral-column-2clases	0.8564516129032256	0.037928954891305953
147	ODTE	wine	0.9752857142857142	0.024285200741535777
148	ODTE	zoo	0.9574761904761906	0.04557023434769017
149	Wodt	balance-scale	0.92128	0.031368162203100125
150	Wodt	balloons	0.6783333333333331	0.2527680095792715
151	Wodt	breast-cancer-wisc-diag	0.9659043626766031	0.014333296217523984
152	Wodt	breast-cancer-wisc-prog	0.707551282051282	0.06763805250945308
153	Wodt	breast-cancer-wisc	0.9423514902363824	0.01770754168958359
154	Wodt	breast-cancer	0.6632486388384754	0.04925109121345335
155	Wodt	cardiotocography-10clases	0.7796334714167358	0.01966283976162998
156	Wodt	cardiotocography-3clases	0.9014120961060482	0.016029994123889068
157	Wodt	conn-bench-sonar-mines-rocks	0.804123112659698	0.05815664564095989
158	Wodt	cylinder-bands	0.7025452122596612	0.03710659493721448
159	Wodt	dermatology	0.9641873380229546	0.016641323865204168
160	Wodt	echocardiogram	0.7423646723646725	0.08024332218287807
161	Wodt	fertility	0.804	0.06770524351924304
162	Wodt	haberman-survival	0.6640084611316763	0.048474808452857704
163	Wodt	heart-hungarian	0.761928696668615	0.052100433118643194
164	Wodt	hepatitis	0.7683870967741936	0.0837940093572466
165	Wodt	ilpd-indian-liver	0.6778588269967581	0.035631066332769044
166	Wodt	ionosphere	0.8794607645875252	0.03858080219956032
167	Wodt	iris	0.9466666666666668	0.036514837167011066
168	Wodt	led-display	0.7047	0.02916179006851258
169	Wodt	libras	0.7755555555555556	0.05481168659742484
170	Wodt	low-res-spect	0.855533415623347	0.03222774975371431
171	Wodt	lymphography	0.7800459770114943	0.07599005574288029
172	Wodt	mammographic	0.7579566062176167	0.024906146679797566
173	Wodt	molec-biol-promoter	0.778917748917749	0.07679562169715945
174	Wodt	musk-1	0.8411776315789474	0.03449014306500045
175	Wodt	oocytes_merluccius_nucleus_4d	0.7350334768053562	0.026108005434086076
176	Wodt	oocytes_merluccius_states_2f	0.902934481109517	0.022147306742109327
177	Wodt	oocytes_trisopterus_nucleus_2f	0.7491436978322225	0.03602040782195508
178	Wodt	oocytes_trisopterus_states_5b	0.8888062211013031	0.021400267111632645
179	Wodt	parkinsons	0.9005128205128206	0.05144589211891057
180	Wodt	pima	0.6881622952211188	0.035111562938444044
181	Wodt	pittsburg-bridges-MATERIAL	0.7994805194805195	0.07743566315819515
182	Wodt	pittsburg-bridges-REL-L	0.6184285714285714	0.08544243928422808
183	Wodt	pittsburg-bridges-SPAN	0.5871929824561403	0.11611933933595711
184	Wodt	pittsburg-bridges-T-OR-D	0.8375238095238096	0.07413072965623015
185	Wodt	planning	0.5682732732732733	0.08743812057354583
186	Wodt	post-operative	0.5566666666666666	0.10627822791331752
187	Wodt	seeds	0.9290476190476191	0.04218789629863413
188	Wodt	statlog-australian-credit	0.5617391304347826	0.03785467296768582
189	Wodt	statlog-german-credit	0.6824999999999999	0.021430118991736812
190	Wodt	statlog-heart	0.7777777777777779	0.04757493547653752
191	Wodt	statlog-image	0.9534199134199135	0.011148678082818688
192	Wodt	statlog-vehicle	0.7296756004176818	0.03014045315193517
193	Wodt	synthetic-control	0.9785	0.01453826368969525
194	Wodt	tic-tac-toe	0.9422676701570681	0.03344804236125215
195	Wodt	vertebral-column-2clases	0.8070967741935482	0.05624015696050971
196	Wodt	wine	0.967920634920635	0.028208046326376822
197	Wodt	zoo	0.9514285714285715	0.043724036675722826
198	SVC	balance-scale	0.9785600000000001	0.013711542582802286
199	SVC	balloons	0.86	0.28501461950807594
200	SVC	breast-cancer-wisc-diag	0.9753951249805931	0.014597293231205878
201	SVC	breast-cancer-wisc-prog	0.7938589743589745	0.05657320433780183
202	SVC	breast-cancer-wisc	0.9679527235354572	0.011995201821390402
203	SVC	breast-cancer	0.7317543859649124	0.04356606121838112
204	SVC	cardiotocography-10clases	0.8201826014913007	0.022919732876958584
205	SVC	cardiotocography-3clases	0.9112899199116268	0.012401790692530392
206	SVC	conn-bench-sonar-mines-rocks	0.8320905923344947	0.06095204566527709
207	SVC	cylinder-bands	0.7476127926898914	0.04110007272505122
208	SVC	dermatology	0.972373195112921	0.015862520651510115
209	SVC	echocardiogram	0.8252991452991455	0.07337261558656372
210	SVC	fertility	0.88	0.0547722557505166
211	SVC	haberman-survival	0.7317133791644632	0.045381650232207534
212	SVC	heart-hungarian	0.8234482758620689	0.048867109055436626
213	SVC	hepatitis	0.8251612903225807	0.07040539663356832
214	SVC	ilpd-indian-liver	0.7133952254641912	0.03827755623741007
215	SVC	ionosphere	0.9532756539235413	0.02385368651558141
216	SVC	iris	0.966	0.032991581417756315
217	SVC	led-display	0.7204	0.02523568901377571
218	SVC	libras	0.7847222222222221	0.051012132422797105
219	SVC	low-res-spect	0.9016769529183564	0.03269429070378195
220	SVC	lymphography	0.8471494252873564	0.05938135729224899
221	SVC	mammographic	0.8267465457685665	0.022926835290767923
222	SVC	molec-biol-promoter	0.827142857142857	0.09431966640910128
223	SVC	musk-1	0.9163881578947368	0.027520787090975468
224	SVC	oocytes_merluccius_nucleus_4d	0.8403060736489717	0.023610853521046887
225	SVC	oocytes_merluccius_states_2f	0.9197675753228122	0.016293604623296522
226	SVC	oocytes_trisopterus_nucleus_2f	0.7991268840449167	0.026483084828854114
227	SVC	oocytes_trisopterus_states_5b	0.9222464420825075	0.018202901471558224
228	SVC	parkinsons	0.8743589743589744	0.04565254824298682
229	SVC	pima	0.7695127748068923	0.02622048017958126
230	SVC	pittsburg-bridges-MATERIAL	0.8629004329004327	0.06975826134555882
231	SVC	pittsburg-bridges-REL-L	0.6901904761904761	0.0893877385352908
232	SVC	pittsburg-bridges-SPAN	0.7094736842105265	0.10829259913995691
233	SVC	pittsburg-bridges-T-OR-D	0.8648095238095237	0.07364850331687892
234	SVC	planning	0.7352702702702704	0.06697755238925641
235	SVC	post-operative	0.7022222222222222	0.0751623756679456
236	SVC	seeds	0.9328571428571428	0.04059925269913093
237	SVC	statlog-australian-credit	0.6782608695652174	0.03904983647915211
238	SVC	statlog-german-credit	0.7663999999999999	0.027166891614610618
239	SVC	statlog-heart	0.8303703703703706	0.040801301789393805
240	SVC	statlog-image	0.9554545454545453	0.00732216243366479
241	SVC	statlog-vehicle	0.797883745214062	0.028612590720497322
242	SVC	synthetic-control	0.9913333333333334	0.008326663997864544
243	SVC	tic-tac-toe	0.9863236256544502	0.007669725164798296
244	SVC	vertebral-column-2clases	0.8461290322580644	0.03927146112240879
245	SVC	wine	0.9807936507936508	0.02154056565547604
246	SVC	zoo	0.9366666666666668	0.05165294968232069
247	Cart	balance-scale	0.7820799999999999	0.03608203985364464
248	Cart	balloons	0.6833333333333335	0.26977356760397747
249	Cart	breast-cancer-wisc-diag	0.9239217512808571	0.02323176886368342
250	Cart	breast-cancer-wisc-prog	0.6914615384615383	0.07229069176397018
251	Cart	breast-cancer-wisc	0.9433556012332991	0.020857147642906682
252	Cart	breast-cancer	0.6362613430127042	0.05493193657305148
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