benchmark/results/exreport_f1-macro.csv

1	classifier	dataset	f1_macro	stdev
2	ExtraTree	balance-scale	0.5727937653363786	0.023487857593735204
3	ExtraTree	balloons	0.5142380952380953	0.30761517393993304
4	ExtraTree	breast-cancer-wisc-diag	0.9070138951323944	0.02903776381824311
5	ExtraTree	breast-cancer-wisc-prog	0.5372527452695054	0.09299756634049137
6	ExtraTree	breast-cancer-wisc	0.9334919221033554	0.023728892992322302
7	ExtraTree	breast-cancer	0.5859978054054232	0.06648992118041178
8	ExtraTree	cardiotocography-10clases	0.6354295232626165	0.03600797841881146
9	ExtraTree	cardiotocography-3clases	0.7789905775124828	0.029214271580936813
10	ExtraTree	conn-bench-sonar-mines-rocks	0.6884280028685714	0.0768675369599383
11	ExtraTree	cylinder-bands	0.6758769583557732	0.0481074636927063
12	ExtraTree	dermatology	0.87948428121547	0.04971512090462707
13	ExtraTree	echocardiogram	0.6838558372486934	0.09839035830723523
14	ExtraTree	fertility	0.5000780589077803	0.0954728352478733
15	ExtraTree	haberman-survival	0.5441002544124391	0.06607913609295565
16	ExtraTree	heart-hungarian	0.7366286989253811	0.054567060935480395
17	ExtraTree	hepatitis	0.6556859873238605	0.10358752552698505
18	ExtraTree	ilpd-indian-liver	0.589681357779014	0.04544178790154917
19	ExtraTree	ionosphere	0.8387442365021327	0.04611617688227847
20	ExtraTree	iris	0.9311749623217633	0.04473731903535303
21	ExtraTree	led-display	0.6983907500978919	0.030353489945598156
22	ExtraTree	libras	0.5831933894794575	0.05653519276994073
23	ExtraTree	low-res-spect	0.4972214525831825	0.10132146824648532
24	ExtraTree	lymphography	0.5757070025899516	0.15033030843398723
25	ExtraTree	mammographic	0.7558760100988807	0.027698417711324114
26	ExtraTree	molec-biol-promoter	0.6509738675500539	0.09401233506670947
27	ExtraTree	musk-1	0.7760355627537484	0.0456538495492241
28	ExtraTree	oocytes_merluccius_nucleus_4d	0.6551349700837547	0.03145405483599261
29	ExtraTree	oocytes_merluccius_states_2f	0.8164511212111962	0.03457396182424007
30	ExtraTree	oocytes_trisopterus_nucleus_2f	0.6740490811098043	0.03494264061305315
31	ExtraTree	oocytes_trisopterus_states_5b	0.7414862438913187	0.1097692351858535
32	ExtraTree	parkinsons	0.7920502260211159	0.08299077782231591
33	ExtraTree	pima	0.6308026529361219	0.03833037269479237
34	ExtraTree	pittsburg-bridges-MATERIAL	0.5431518620137351	0.11359805075076672
35	ExtraTree	pittsburg-bridges-REL-L	0.542784439496199	0.12150447938430403
36	ExtraTree	pittsburg-bridges-SPAN	0.5187037899672305	0.14528193006843657
37	ExtraTree	pittsburg-bridges-T-OR-D	0.6224476073119025	0.17126816947868354
38	ExtraTree	planning	0.5087328810885714	0.09094948446708136
39	ExtraTree	post-operative	0.33379642949977606	0.08927219008033142
40	ExtraTree	seeds	0.8793034021633708	0.045278534272845755
41	ExtraTree	statlog-australian-credit	0.5041125564420327	0.04067337035642206
42	ExtraTree	statlog-german-credit	0.6042137552028227	0.03376794186695017
43	ExtraTree	statlog-heart	0.745563878848253	0.050121638565688235
44	ExtraTree	statlog-image	0.9287556249057127	0.011460667893450434
45	ExtraTree	statlog-vehicle	0.6623075401083436	0.029778415336198627
46	ExtraTree	synthetic-control	0.8499390992241962	0.03530229378295565
47	ExtraTree	tic-tac-toe	0.8512596573489445	0.033883849834244494
48	ExtraTree	vertebral-column-2clases	0.7126615927891775	0.06874434421548915
49	ExtraTree	wine	0.871206635236968	0.06266592584827922
50	ExtraTree	zoo	0.8406797859601045	0.13150110641628587
51	STree	balance-scale	0.9265131740362249	0.037312333086031005
52	STree	balloons	0.8446666666666667	0.31282654050518865
53	STree	breast-cancer-wisc-diag	0.9706102953809161	0.018490232777584967
54	STree	breast-cancer-wisc-prog	0.6938799088588311	0.0802838792405393
55	STree	breast-cancer-wisc	0.9644366357441517	0.013302057333037687
56	STree	breast-cancer	0.5977692328883403	0.06131423700623426
57	STree	cardiotocography-10clases	0.7249594452449721	0.027952736869959725
58	STree	cardiotocography-3clases	0.8047450933164386	0.029440639143025436
59	STree	conn-bench-sonar-mines-rocks	0.8278704136594282	0.06223340699876001
60	STree	cylinder-bands	0.7144955323374411	0.049207094568092774
61	STree	dermatology	0.9650140957279131	0.02735006488553865
62	STree	echocardiogram	0.7809849488372878	0.09492374919164333
63	STree	fertility	0.4776291734186471	0.07610966312345967
64	STree	haberman-survival	0.5668280758817549	0.048958301728547565
65	STree	heart-hungarian	0.8058019545857565	0.055904380358896374
66	STree	hepatitis	0.679545747273831	0.09309218917121138
67	STree	ilpd-indian-liver	0.5365716435598072	0.04997719426087985
68	STree	ionosphere	0.9485237433255825	0.026501778709667363
69	STree	iris	0.9649197561729933	0.031991809966133454
70	STree	led-display	0.7018572552499925	0.029683805445317908
71	STree	libras	0.7711420054931554	0.057223856259531136
72	STree	low-res-spect	0.5878643195705683	0.11532439653226878
73	STree	lymphography	0.7227982823995015	0.15473422192194813
74	STree	mammographic	0.8247444860494174	0.022979240237544687
75	STree	molec-biol-promoter	0.82350806168162	0.09623635666849308
76	STree	musk-1	0.9153182016916332	0.027945038775657752
77	STree	oocytes_merluccius_nucleus_4d	0.8106193292244438	0.02747652563281051
78	STree	oocytes_merluccius_states_2f	0.8861286794653737	0.039662040396404995
79	STree	oocytes_trisopterus_nucleus_2f	0.7915315555835422	0.022454024641884448
80	STree	oocytes_trisopterus_states_5b	0.8202440139085921	0.12003407413150388
81	STree	parkinsons	0.8215955865945646	0.07457986018099877
82	STree	pima	0.7272230311008551	0.03409303507915884
83	STree	pittsburg-bridges-MATERIAL	0.6476004301737219	0.15758593896829767
84	STree	pittsburg-bridges-REL-L	0.5198369045474532	0.12211614617549965
85	STree	pittsburg-bridges-SPAN	0.5981380692773761	0.1452563718087535
86	STree	pittsburg-bridges-T-OR-D	0.6055548448944772	0.14942448737838063
87	STree	planning	0.4835166429508621	0.06036471739881151
88	STree	post-operative	0.36408227447449126	0.06884481933819249
89	STree	seeds	0.9517615331226924	0.02835421192103882
90	STree	statlog-australian-credit	0.403715381627813	0.013987937973945137
91	STree	statlog-german-credit	0.6814377248474089	0.035866070595778524
92	STree	statlog-heart	0.8169464663772505	0.04386867289146406
93	STree	statlog-image	0.9562317002105086	0.009019956789370743
94	STree	statlog-vehicle	0.7887902223394495	0.04535448854380273
95	STree	synthetic-control	0.9493815784841081	0.023850330828404633
96	STree	tic-tac-toe	0.9825563556199909	0.009455902931936657
97	STree	vertebral-column-2clases	0.8291055027741718	0.04591215433461673
98	STree	wine	0.9787069936438171	0.02306005703869676
99	STree	zoo	0.8818845049130764	0.12545694845427785
100	Wodt	balance-scale	0.8358732928978573	0.06506728559025046
101	Wodt	balloons	0.6072380952380952	0.29484803726558034
102	Wodt	breast-cancer-wisc-diag	0.9632573970855519	0.015205833643883103
103	Wodt	breast-cancer-wisc-prog	0.5895295671838842	0.08511366548952595
104	Wodt	breast-cancer-wisc	0.9355497216966795	0.019669294186601724
105	Wodt	breast-cancer	0.5980028953162928	0.06093077531158954
106	Wodt	cardiotocography-10clases	0.7220116555645313	0.02477981147075781
107	Wodt	cardiotocography-3clases	0.8139688012414296	0.02825265155863555
108	Wodt	conn-bench-sonar-mines-rocks	0.7989144993473782	0.059126009836262164
109	Wodt	cylinder-bands	0.6872156332852595	0.03744607544007138
110	Wodt	dermatology	0.958249051622088	0.020949844760652817
111	Wodt	echocardiogram	0.7034301765960688	0.08748162245260471
112	Wodt	fertility	0.5447801712163792	0.10558047995358051
113	Wodt	haberman-survival	0.553392673544732	0.06304813598221155
114	Wodt	heart-hungarian	0.7384307964607596	0.060531096344938425
115	Wodt	hepatitis	0.6486214563559245	0.0986201479769128
116	Wodt	ilpd-indian-liver	0.6049018820077577	0.039196465014575306
117	Wodt	ionosphere	0.8629730018079403	0.04458929465159322
118	Wodt	iris	0.9448390697191438	0.03864158306040484
119	Wodt	led-display	0.6994104087342029	0.03065199149753292
120	Wodt	libras	0.7637977949974413	0.056945237594758044
121	Wodt	low-res-spect	0.5472830794365133	0.11297897576200135
122	Wodt	lymphography	0.6386027468567566	0.1761425765192241
123	Wodt	mammographic	0.7539765350702846	0.024815175240905412
124	Wodt	molec-biol-promoter	0.7715991524794532	0.08210738627025362
125	Wodt	musk-1	0.838623591264776	0.035081503185396254
126	Wodt	oocytes_merluccius_nucleus_4d	0.7028110113620903	0.029041112797573942
127	Wodt	oocytes_merluccius_states_2f	0.8692930094547939	0.03732692071795527
128	Wodt	oocytes_trisopterus_nucleus_2f	0.7435475353013739	0.03599317396158523
129	Wodt	oocytes_trisopterus_states_5b	0.8185881496111839	0.10563781808049487
130	Wodt	parkinsons	0.8634974712591993	0.07044133191885046
131	Wodt	pima	0.6570744520372426	0.03919568875754368
132	Wodt	pittsburg-bridges-MATERIAL	0.5960959285222978	0.1436510753121394
133	Wodt	pittsburg-bridges-REL-L	0.5498147430295633	0.09570636528199628
134	Wodt	pittsburg-bridges-SPAN	0.531591255981322	0.13445147026113294
135	Wodt	pittsburg-bridges-T-OR-D	0.630285752519136	0.13373548338589775
136	Wodt	planning	0.48387230040115736	0.08793989177029266
137	Wodt	post-operative	0.3211777251770158	0.09958239294960618
138	Wodt	seeds	0.9263529951505527	0.04311519321562753
139	Wodt	statlog-australian-credit	0.5002014320271712	0.04070076456282711
140	Wodt	statlog-german-credit	0.6261146909800032	0.029085397684538328
141	Wodt	statlog-heart	0.7725754190121286	0.049072576048695804
142	Wodt	statlog-image	0.9532438056579063	0.0108475217746303
143	Wodt	statlog-vehicle	0.7298329598410284	0.028795600393131154
144	Wodt	synthetic-control	0.9782262209822135	0.014731387453560993
145	Wodt	tic-tac-toe	0.9355997673839572	0.03760852652039545
146	Wodt	vertebral-column-2clases	0.7784084758090317	0.06442912397220432
147	Wodt	wine	0.9664753576515289	0.03023444781593454
148	Wodt	zoo	0.8681084255924592	0.11842602543609144
149	SVC	balance-scale	0.9484206180583622	0.03332713768922945
150	SVC	balloons	0.8446666666666667	0.31282654050518865
151	SVC	breast-cancer-wisc-diag	0.9734568637802279	0.015505768496859912
152	SVC	breast-cancer-wisc-prog	0.6567751134341173	0.08389784428241401
153	SVC	breast-cancer-wisc	0.9645918233088583	0.013227436162443797
154	SVC	breast-cancer	0.5421704582270186	0.06371823048736408
155	SVC	cardiotocography-10clases	0.766276074318262	0.02965352428207558
156	SVC	cardiotocography-3clases	0.8058905489246746	0.02967266219346452
157	SVC	conn-bench-sonar-mines-rocks	0.8278704136594282	0.06223340699876001
158	SVC	cylinder-bands	0.7144955323374411	0.049207094568092774
159	SVC	dermatology	0.9677857345204737	0.02221695113209572
160	SVC	echocardiogram	0.7304463927671391	0.08639011397294473
161	SVC	fertility	0.4776291734186471	0.07610966312345967
162	SVC	haberman-survival	0.4580583653220017	0.06191674652038062
163	SVC	heart-hungarian	0.7934346514829123	0.05523454497392962
164	SVC	hepatitis	0.679545747273831	0.09309218917121138
165	SVC	ilpd-indian-liver	0.4160723937645874	0.013035416916734524
166	SVC	ionosphere	0.9485237433255825	0.026501778709667363
167	SVC	iris	0.9655872610810016	0.033094983550311326
168	SVC	led-display	0.7159404632086602	0.026063824993770458
169	SVC	libras	0.7266667098140118	0.058050568179593656
170	SVC	low-res-spect	0.6370363039996703	0.14042579404839814
171	SVC	lymphography	0.7852655339903087	0.1277678531469291
172	SVC	mammographic	0.8247444860494174	0.022979240237544687
173	SVC	molec-biol-promoter	0.82350806168162	0.09623635666849308
174	SVC	musk-1	0.9153182016916332	0.027945038775657752
175	SVC	oocytes_merluccius_nucleus_4d	0.816944629328206	0.0285112767433381
176	SVC	oocytes_merluccius_states_2f	0.8930467323320497	0.028983490727133368
177	SVC	oocytes_trisopterus_nucleus_2f	0.7855823095203425	0.024061935897770663
178	SVC	oocytes_trisopterus_states_5b	0.882713707616466	0.08847125471105047
179	SVC	parkinsons	0.7801964619128645	0.07288145802107089
180	SVC	pima	0.7309098830753072	0.03101312017505461
181	SVC	pittsburg-bridges-MATERIAL	0.5924229739323144	0.11576941514961962
182	SVC	pittsburg-bridges-REL-L	0.46279014210544006	0.07082044496590217
183	SVC	pittsburg-bridges-SPAN	0.6279171141429484	0.13929861333854207
184	SVC	pittsburg-bridges-T-OR-D	0.6267323794853245	0.1663407230687916
185	SVC	planning	0.4835166429508621	0.06036471739881151
186	SVC	post-operative	0.35100310286124153	0.09248612964341259
187	SVC	seeds	0.9141941847062368	0.08015572080694076
188	SVC	statlog-australian-credit	0.40382111052501324	0.013929277042650937
189	SVC	statlog-german-credit	0.6984661264930913	0.032936532353262646
190	SVC	statlog-heart	0.8252759870225687	0.04125507054660991
191	SVC	statlog-image	0.9556071630524694	0.00732951914477624
192	SVC	statlog-vehicle	0.7953029146290765	0.029712340824871127
193	SVC	synthetic-control	0.9844582501011979	0.010412972000054562
194	SVC	tic-tac-toe	0.9825563556199909	0.009455902931936657
195	SVC	vertebral-column-2clases	0.824921450500864	0.04308656692649559
196	SVC	wine	0.9634135744360262	0.029689965098994825
197	SVC	zoo	0.8444971208685494	0.13831803693711803
198	Cart	balance-scale	0.580675959105906	0.02255142214504122
199	Cart	balloons	0.6293333333333334	0.3038925248614494
200	Cart	breast-cancer-wisc-diag	0.9179790714985924	0.0247347489494515
201	Cart	breast-cancer-wisc-prog	0.5794535647740554	0.0807913421282125
202	Cart	breast-cancer-wisc	0.93650837917618	0.02380550615640833
203	Cart	breast-cancer	0.5651387125088569	0.06380636776211798
204	Cart	cardiotocography-10clases	0.7622380982708331	0.023515618625823877
205	Cart	cardiotocography-3clases	0.86621465831795	0.023090309254422185
206	Cart	conn-bench-sonar-mines-rocks	0.7201200286660193	0.07072593653830025
207	Cart	cylinder-bands	0.6958204742890273	0.04533034893916446
208	Cart	dermatology	0.9219751107111958	0.03256193231246779
209	Cart	echocardiogram	0.7087488459364117	0.09086941050505142
210	Cart	fertility	0.52296014185358	0.10977539674800078
211	Cart	haberman-survival	0.5457121133590084	0.06064205856246803
212	Cart	heart-hungarian	0.7275572121022578	0.052063388005332986
213	Cart	hepatitis	0.6410213747470085	0.0973567252995122
214	Cart	ilpd-indian-liver	0.5888657118478764	0.04083185372178312
215	Cart	ionosphere	0.8628574913306685	0.041272349201338154
216	Cart	iris	0.9359631321531647	0.045624735461450024
217	Cart	led-display	0.6982259951025144	0.03147891977528642
218	Cart	libras	0.6323071112024133	0.0635317653134677
219	Cart	low-res-spect	0.5465855307890852	0.12109179983824764
220	Cart	lymphography	0.5813027917577913	0.18623141668421292
221	Cart	mammographic	0.7531167358103579	0.021204132984639686
222	Cart	molec-biol-promoter	0.7060289346455184	0.09234452666910511
223	Cart	musk-1	0.7724461342519681	0.04479666466600532
224	Cart	oocytes_merluccius_nucleus_4d	0.6852561083882834	0.03519688317133437
225	Cart	oocytes_merluccius_states_2f	0.8444531550230231	0.040445916068746764
226	Cart	oocytes_trisopterus_nucleus_2f	0.7188261960764326	0.030172927891369213
227	Cart	oocytes_trisopterus_states_5b	0.8093369490011	0.09892669961945706
228	Cart	parkinsons	0.7969508331953521	0.0922615649587087
229	Cart	pima	0.6693690181635117	0.03291072358877397
230	Cart	pittsburg-bridges-MATERIAL	0.5601440073360827	0.1324153897858396
231	Cart	pittsburg-bridges-REL-L	0.53367843911704	0.10055784388042305
232	Cart	pittsburg-bridges-SPAN	0.4997749766419588	0.11485651558691627
233	Cart	pittsburg-bridges-T-OR-D	0.5891917157765298	0.15657562511679893
234	Cart	planning	0.48668550529177607	0.08093243363299628
235	Cart	post-operative	0.341160739017854	0.11014650269820302
236	Cart	seeds	0.9128055253029165	0.04315420006575167
237	Cart	statlog-australian-credit	0.5152160745558955	0.042749755199674506
238	Cart	statlog-german-credit	0.6336796583586354	0.031295211698498394
239	Cart	statlog-heart	0.7276915119899825	0.049885569066819416
240	Cart	statlog-image	0.9611932151382727	0.009048497566086663
241	Cart	statlog-vehicle	0.7049451064392592	0.02711156542929039
242	Cart	synthetic-control	0.9009505608712125	0.025578717724264222
243	Cart	tic-tac-toe	0.9469542636624869	0.02077097291106514
244	Cart	vertebral-column-2clases	0.7689762561481972	0.045293897187831875
245	Cart	wine	0.9013055106121236	0.05380275499047822
246	Cart	zoo	0.8797686000716075	0.12253591189337093