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15 KiB
15 KiB
1 | classifier | dataset | f1_micro | stdev |
---|---|---|---|---|
2 | ExtraTree | balance-scale | 0.7878399999999999 | 0.03687783073880566 |
3 | ExtraTree | balloons | 0.575 | 0.28927591596182967 |
4 | ExtraTree | breast-cancer-wisc-diag | 0.9131858407079645 | 0.027969722048511694 |
5 | ExtraTree | breast-cancer-wisc-prog | 0.6632179487179486 | 0.07656410793102839 |
6 | ExtraTree | breast-cancer-wisc | 0.9403360739979445 | 0.021651408896714543 |
7 | ExtraTree | breast-cancer | 0.656908650937689 | 0.05914309228326182 |
8 | ExtraTree | cardiotocography-10clases | 0.6989177575255454 | 0.030051929270415466 |
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 | 0.04592870865503855 |
12 | ExtraTree | dermatology | 0.8975268419104035 | 0.03952766890465837 |
13 | ExtraTree | echocardiogram | 0.7305982905982905 | 0.08853188223988526 |
14 | ExtraTree | fertility | 0.8059999999999999 | 0.0690217357069496 |
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 | 0.038699636929008456 |
19 | ExtraTree | ionosphere | 0.8540885311871226 | 0.04332727262995766 |
20 | ExtraTree | iris | 0.9333333333333335 | 0.04422166387140532 |
21 | ExtraTree | led-display | 0.7036999999999999 | 0.028806422894903125 |
22 | ExtraTree | libras | 0.6022222222222223 | 0.05851558829982036 |
23 | ExtraTree | low-res-spect | 0.8043255157820492 | 0.038607085553935556 |
24 | ExtraTree | lymphography | 0.7288505747126437 | 0.07209829097764535 |
25 | ExtraTree | mammographic | 0.7595207253886009 | 0.027055981087449783 |
26 | ExtraTree | molec-biol-promoter | 0.6611255411255411 | 0.09268635844993099 |
27 | ExtraTree | musk-1 | 0.7796030701754388 | 0.043688902783382215 |
28 | ExtraTree | oocytes_merluccius_nucleus_4d | 0.6907929220468675 | 0.025573299489788762 |
29 | ExtraTree | oocytes_merluccius_states_2f | 0.8678149210903873 | 0.018751010032533294 |
30 | ExtraTree | oocytes_trisopterus_nucleus_2f | 0.6820134510298443 | 0.035675489219353006 |
31 | ExtraTree | oocytes_trisopterus_states_5b | 0.8403422806701495 | 0.026186005269240954 |
32 | ExtraTree | parkinsons | 0.8482051282051282 | 0.06020783639564788 |
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 | 0.6664 | 0.03069267013474064 |
43 | ExtraTree | statlog-heart | 0.7507407407407407 | 0.04860326215293292 |
44 | ExtraTree | statlog-image | 0.928917748917749 | 0.011578447915777761 |
45 | ExtraTree | statlog-vehicle | 0.6626481030281935 | 0.029721786236711036 |
46 | ExtraTree | synthetic-control | 0.8525 | 0.034490336810958123 |
47 | ExtraTree | tic-tac-toe | 0.8658529668411867 | 0.030146489305175026 |
48 | ExtraTree | vertebral-column-2clases | 0.747741935483871 | 0.06311049392365933 |
49 | ExtraTree | wine | 0.8719999999999999 | 0.060551351036709916 |
50 | ExtraTree | zoo | 0.9346666666666665 | 0.06150449350322653 |
51 | SVC | balance-scale | 0.9785600000000001 | 0.013711542582802286 |
52 | SVC | balloons | 0.86 | 0.28501461950807594 |
53 | SVC | breast-cancer-wisc-diag | 0.9753951249805931 | 0.014597293231205878 |
54 | SVC | breast-cancer-wisc-prog | 0.7938589743589745 | 0.05657320433780182 |
55 | SVC | breast-cancer-wisc | 0.9679527235354572 | 0.011995201821390385 |
56 | SVC | breast-cancer | 0.7097640653357531 | 0.04548673708726185 |
57 | SVC | cardiotocography-10clases | 0.8201355426677713 | 0.022929719431675762 |
58 | SVC | cardiotocography-3clases | 0.8995319524993096 | 0.016220560106895605 |
59 | SVC | conn-bench-sonar-mines-rocks | 0.8320905923344947 | 0.06095204566527709 |
60 | SVC | cylinder-bands | 0.7476127926898912 | 0.041100072725051215 |
61 | SVC | dermatology | 0.9715623843021103 | 0.019321915565579672 |
62 | SVC | echocardiogram | 0.7893447293447292 | 0.07164471250434974 |
63 | SVC | fertility | 0.8800000000000001 | 0.054772255750516606 |
64 | SVC | haberman-survival | 0.7304389212057113 | 0.04883765345604316 |
65 | SVC | heart-hungarian | 0.8169959088252484 | 0.0493578039030494 |
66 | SVC | hepatitis | 0.8245161290322581 | 0.07388716543081499 |
67 | SVC | ilpd-indian-liver | 0.7133952254641909 | 0.03827755623741006 |
68 | SVC | ionosphere | 0.9532756539235413 | 0.02385368651558141 |
69 | SVC | iris | 0.966 | 0.032991581417756315 |
70 | SVC | led-display | 0.7204 | 0.0252356890137757 |
71 | SVC | libras | 0.7427777777777779 | 0.052281290471193745 |
72 | SVC | low-res-spect | 0.9016769529183564 | 0.03269429070378195 |
73 | SVC | lymphography | 0.8471494252873564 | 0.05938135729224899 |
74 | SVC | mammographic | 0.8267465457685665 | 0.02292683529076792 |
75 | SVC | molec-biol-promoter | 0.827142857142857 | 0.09431966640910128 |
76 | SVC | musk-1 | 0.9163881578947368 | 0.027520787090975465 |
77 | SVC | oocytes_merluccius_nucleus_4d | 0.8403060736489717 | 0.02361085352104689 |
78 | SVC | oocytes_merluccius_states_2f | 0.9197675753228122 | 0.016293604623296522 |
79 | SVC | oocytes_trisopterus_nucleus_2f | 0.7946219900318259 | 0.023657263407759043 |
80 | SVC | oocytes_trisopterus_states_5b | 0.9222464420825075 | 0.018202901471558224 |
81 | SVC | parkinsons | 0.8569230769230768 | 0.04531720330280077 |
82 | SVC | pima | 0.7695127748068923 | 0.026220480179581257 |
83 | SVC | pittsburg-bridges-MATERIAL | 0.8177056277056276 | 0.07419071059995634 |
84 | SVC | pittsburg-bridges-REL-L | 0.6488571428571429 | 0.09917715888014446 |
85 | SVC | pittsburg-bridges-SPAN | 0.7094736842105265 | 0.10829259913995691 |
86 | SVC | pittsburg-bridges-T-OR-D | 0.8645238095238098 | 0.07509819724217712 |
87 | SVC | planning | 0.7352702702702704 | 0.06697755238925641 |
88 | SVC | post-operative | 0.6455555555555554 | 0.07926358589783025 |
89 | SVC | seeds | 0.92 | 0.0710721265021167 |
90 | SVC | statlog-australian-credit | 0.6782608695652174 | 0.03904983647915211 |
91 | SVC | statlog-german-credit | 0.7663999999999999 | 0.02716689161461062 |
92 | SVC | statlog-heart | 0.8303703703703706 | 0.040801301789393805 |
93 | SVC | statlog-image | 0.9554545454545453 | 0.007322162433664787 |
94 | SVC | statlog-vehicle | 0.797883745214062 | 0.028612590720497315 |
95 | SVC | synthetic-control | 0.9846666666666667 | 0.010049875621120901 |
96 | SVC | tic-tac-toe | 0.9844442626527051 | 0.008387465200358178 |
97 | SVC | vertebral-column-2clases | 0.8461290322580644 | 0.039271461122408785 |
98 | SVC | wine | 0.9645714285714284 | 0.028746272776460524 |
99 | SVC | zoo | 0.9366666666666668 | 0.05165294968232069 |
100 | Wodt | balance-scale | 0.92128 | 0.031368162203100125 |
101 | Wodt | balloons | 0.6783333333333331 | 0.2527680095792715 |
102 | Wodt | breast-cancer-wisc-diag | 0.9659043626766031 | 0.014333296217523984 |
103 | Wodt | breast-cancer-wisc-prog | 0.707551282051282 | 0.0676380525094531 |
104 | Wodt | breast-cancer-wisc | 0.9423514902363824 | 0.017707541689583592 |
105 | Wodt | breast-cancer | 0.6632486388384754 | 0.04925109121345335 |
106 | Wodt | cardiotocography-10clases | 0.7793040596520298 | 0.019900281966912726 |
107 | Wodt | cardiotocography-3clases | 0.9014120961060482 | 0.01602999412388906 |
108 | Wodt | conn-bench-sonar-mines-rocks | 0.804123112659698 | 0.05815664564095989 |
109 | Wodt | cylinder-bands | 0.7025452122596612 | 0.03710659493721448 |
110 | Wodt | dermatology | 0.9641873380229546 | 0.016641323865204168 |
111 | Wodt | echocardiogram | 0.7423646723646725 | 0.08024332218287807 |
112 | Wodt | fertility | 0.804 | 0.06770524351924305 |
113 | Wodt | haberman-survival | 0.6640084611316763 | 0.04847480845285772 |
114 | Wodt | heart-hungarian | 0.7619286966686151 | 0.052100433118643215 |
115 | Wodt | hepatitis | 0.7683870967741936 | 0.0837940093572466 |
116 | Wodt | ilpd-indian-liver | 0.6778588269967581 | 0.03563106633276903 |
117 | Wodt | ionosphere | 0.8794607645875252 | 0.03858080219956031 |
118 | Wodt | iris | 0.9466666666666668 | 0.036514837167011066 |
119 | Wodt | led-display | 0.7047 | 0.02916179006851258 |
120 | Wodt | libras | 0.7755555555555556 | 0.05481168659742483 |
121 | Wodt | low-res-spect | 0.855533415623347 | 0.03222774975371433 |
122 | Wodt | lymphography | 0.7800459770114943 | 0.07599005574288029 |
123 | Wodt | mammographic | 0.7579566062176167 | 0.02490614667979757 |
124 | Wodt | molec-biol-promoter | 0.778917748917749 | 0.07679562169715945 |
125 | Wodt | musk-1 | 0.8411776315789474 | 0.03449014306500046 |
126 | Wodt | oocytes_merluccius_nucleus_4d | 0.7348373983739838 | 0.026142104476547207 |
127 | Wodt | oocytes_merluccius_states_2f | 0.902934481109517 | 0.022147306742109324 |
128 | Wodt | oocytes_trisopterus_nucleus_2f | 0.7491436978322225 | 0.036020407821955064 |
129 | Wodt | oocytes_trisopterus_states_5b | 0.888806221101303 | 0.021400267111632645 |
130 | Wodt | parkinsons | 0.9005128205128206 | 0.05144589211891056 |
131 | Wodt | pima | 0.6881622952211188 | 0.035111562938444044 |
132 | Wodt | pittsburg-bridges-MATERIAL | 0.7994805194805195 | 0.07743566315819515 |
133 | Wodt | pittsburg-bridges-REL-L | 0.6184285714285714 | 0.08544243928422808 |
134 | Wodt | pittsburg-bridges-SPAN | 0.5871929824561403 | 0.11611933933595711 |
135 | Wodt | pittsburg-bridges-T-OR-D | 0.8375238095238096 | 0.07413072965623016 |
136 | Wodt | planning | 0.5682732732732733 | 0.08743812057354582 |
137 | Wodt | post-operative | 0.5566666666666666 | 0.10627822791331752 |
138 | Wodt | seeds | 0.9290476190476191 | 0.04218789629863413 |
139 | Wodt | statlog-australian-credit | 0.5617391304347826 | 0.03785467296768582 |
140 | Wodt | statlog-german-credit | 0.6824999999999999 | 0.02143011899173683 |
141 | Wodt | statlog-heart | 0.7777777777777779 | 0.04757493547653752 |
142 | Wodt | statlog-image | 0.9534199134199135 | 0.011148678082818681 |
143 | Wodt | statlog-vehicle | 0.7296756004176818 | 0.03014045315193518 |
144 | Wodt | synthetic-control | 0.9785 | 0.014538263689695227 |
145 | Wodt | tic-tac-toe | 0.9422676701570681 | 0.03344804236125216 |
146 | Wodt | vertebral-column-2clases | 0.8070967741935482 | 0.05624015696050971 |
147 | Wodt | wine | 0.967920634920635 | 0.028208046326376822 |
148 | Wodt | zoo | 0.9514285714285715 | 0.043724036675722826 |
149 | Cart | balance-scale | 0.78208 | 0.03608203985364464 |
150 | Cart | balloons | 0.6833333333333335 | 0.26977356760397747 |
151 | Cart | breast-cancer-wisc-diag | 0.9239217512808571 | 0.02323176886368342 |
152 | Cart | breast-cancer-wisc-prog | 0.6914615384615383 | 0.0722906917639702 |
153 | Cart | breast-cancer-wisc | 0.9433556012332991 | 0.020857147642906682 |
154 | Cart | breast-cancer | 0.6362613430127042 | 0.05493193657305148 |
155 | Cart | cardiotocography-10clases | 0.8109128969897819 | 0.019011886406374308 |
156 | Cart | cardiotocography-3clases | 0.9204613090306545 | 0.01384581771812524 |
157 | Cart | conn-bench-sonar-mines-rocks | 0.7253890824622532 | 0.06929084790257112 |
158 | Cart | cylinder-bands | 0.712632781267847 | 0.04623835814022763 |
159 | Cart | dermatology | 0.9396038504257683 | 0.02387579095888003 |
160 | Cart | echocardiogram | 0.7443589743589744 | 0.08299708625595158 |
161 | Cart | fertility | 0.799 | 0.08395832299420945 |
162 | Cart | haberman-survival | 0.6404970914859863 | 0.05511749985683948 |
163 | Cart | heart-hungarian | 0.750613676212741 | 0.04493113662535728 |
164 | Cart | hepatitis | 0.7658064516129032 | 0.07293747411360528 |
165 | Cart | ilpd-indian-liver | 0.6639640436192161 | 0.03825985300800366 |
166 | Cart | ionosphere | 0.8757907444668007 | 0.03797437861573896 |
167 | Cart | iris | 0.9386666666666668 | 0.04389887368841152 |
168 | Cart | led-display | 0.7037 | 0.029644729717101474 |
169 | Cart | libras | 0.6549999999999998 | 0.05921033860341339 |
170 | Cart | low-res-spect | 0.8352036677834599 | 0.030503013555880365 |
171 | Cart | lymphography | 0.7683218390804598 | 0.07551790968755526 |
172 | Cart | mammographic | 0.7569187176165802 | 0.02085241130314711 |
173 | Cart | molec-biol-promoter | 0.7158008658008658 | 0.08811757165025375 |
174 | Cart | musk-1 | 0.7768969298245614 | 0.04377193669136466 |
175 | Cart | oocytes_merluccius_nucleus_4d | 0.7195667144906744 | 0.03068883042942922 |
176 | Cart | oocytes_merluccius_states_2f | 0.8911927307508368 | 0.024773132987736857 |
177 | Cart | oocytes_trisopterus_nucleus_2f | 0.7257617246141836 | 0.029837690053299604 |
178 | Cart | oocytes_trisopterus_states_5b | 0.8702630156728517 | 0.025916263242401694 |
179 | Cart | parkinsons | 0.8558974358974359 | 0.05822037527622443 |
180 | Cart | pima | 0.7011722264663441 | 0.03084939425753965 |
181 | Cart | pittsburg-bridges-MATERIAL | 0.8006493506493506 | 0.07641918889128255 |
182 | Cart | pittsburg-bridges-REL-L | 0.6171904761904762 | 0.10161093599079367 |
183 | Cart | pittsburg-bridges-SPAN | 0.5575438596491228 | 0.09592147935027655 |
184 | Cart | pittsburg-bridges-T-OR-D | 0.8225238095238094 | 0.08877499647986477 |
185 | Cart | planning | 0.573963963963964 | 0.07834935548163284 |
186 | Cart | post-operative | 0.5822222222222222 | 0.10554970744033704 |
187 | Cart | seeds | 0.9161904761904762 | 0.04238897730336739 |
188 | Cart | statlog-australian-credit | 0.5720289855072465 | 0.04059031952408632 |
189 | Cart | statlog-german-credit | 0.6897000000000001 | 0.025266776604861936 |
190 | Cart | statlog-heart | 0.7344444444444446 | 0.04693777803495507 |
191 | Cart | statlog-image | 0.9613419913419914 | 0.00934513626156175 |
192 | Cart | statlog-vehicle | 0.706384267316394 | 0.0305331086868248 |
193 | Cart | synthetic-control | 0.9023333333333332 | 0.025113077602449827 |
194 | Cart | tic-tac-toe | 0.9522851221640489 | 0.018529859619663462 |
195 | Cart | vertebral-column-2clases | 0.7996774193548387 | 0.04231712199258937 |
196 | Cart | wine | 0.9015873015873015 | 0.05260031029360109 |
197 | Cart | zoo | 0.9555714285714286 | 0.0444278568819179 |
198 | STree | balance-scale | 0.97056 | 0.015046806970251203 |
199 | STree | balloons | 0.86 | 0.28501461950807594 |
200 | STree | breast-cancer-wisc-diag | 0.9727635460332246 | 0.017313211324042233 |
201 | STree | breast-cancer-wisc-prog | 0.811128205128205 | 0.05846009894763934 |
202 | STree | breast-cancer-wisc | 0.967808838643371 | 0.012084225264206048 |
203 | STree | breast-cancer | 0.7342105263157894 | 0.047977358056609264 |
204 | STree | cardiotocography-10clases | 0.7914874344103839 | 0.019208232849977826 |
205 | STree | cardiotocography-3clases | 0.9006125379729356 | 0.015400444429719292 |
206 | STree | conn-bench-sonar-mines-rocks | 0.8320905923344947 | 0.06095204566527709 |
207 | STree | cylinder-bands | 0.7476127926898912 | 0.041100072725051215 |
208 | STree | dermatology | 0.9718326545723807 | 0.020688266783058316 |
209 | STree | echocardiogram | 0.8314245014245013 | 0.0736320418281732 |
210 | STree | fertility | 0.8800000000000001 | 0.054772255750516606 |
211 | STree | haberman-survival | 0.735637228979376 | 0.04346136548997219 |
212 | STree | heart-hungarian | 0.8275219170075979 | 0.05052827428335672 |
213 | STree | hepatitis | 0.8245161290322581 | 0.07388716543081499 |
214 | STree | ilpd-indian-liver | 0.7234983790156204 | 0.03848855509041466 |
215 | STree | ionosphere | 0.9532756539235413 | 0.02385368651558141 |
216 | STree | iris | 0.9653333333333333 | 0.03194439613522917 |
217 | STree | led-display | 0.7030000000000001 | 0.02912043955712206 |
218 | STree | libras | 0.7886111111111112 | 0.05169130237032862 |
219 | STree | low-res-spect | 0.8837824016928232 | 0.03245929146861622 |
220 | STree | lymphography | 0.8350344827586206 | 0.05906491141171708 |
221 | STree | mammographic | 0.8267465457685665 | 0.02292683529076792 |
222 | STree | molec-biol-promoter | 0.827142857142857 | 0.09431966640910128 |
223 | STree | musk-1 | 0.9163881578947368 | 0.027520787090975465 |
224 | STree | oocytes_merluccius_nucleus_4d | 0.8351252989000477 | 0.022096077254427166 |
225 | STree | oocytes_merluccius_states_2f | 0.9153653754184602 | 0.02039598729685399 |
226 | STree | oocytes_trisopterus_nucleus_2f | 0.8009860085269921 | 0.0218449453461112 |
227 | STree | oocytes_trisopterus_states_5b | 0.9222488440521228 | 0.017920300227679896 |
228 | STree | parkinsons | 0.882051282051282 | 0.04783271309276316 |
229 | STree | pima | 0.7666513878278585 | 0.02972027059401136 |
230 | STree | pittsburg-bridges-MATERIAL | 0.8677489177489177 | 0.07122264688853039 |
231 | STree | pittsburg-bridges-REL-L | 0.6322380952380952 | 0.1012105974392682 |
232 | STree | pittsburg-bridges-SPAN | 0.659766081871345 | 0.11650021102545294 |
233 | STree | pittsburg-bridges-T-OR-D | 0.8616190476190478 | 0.06937466062918769 |
234 | STree | planning | 0.7352702702702704 | 0.06697755238925641 |
235 | STree | post-operative | 0.711111111111111 | 0.07535922203472521 |
236 | STree | seeds | 0.9528571428571427 | 0.0279658035429067 |
237 | STree | statlog-australian-credit | 0.6779710144927535 | 0.039215152522406406 |
238 | STree | statlog-german-credit | 0.7625 | 0.02718915224864506 |
239 | STree | statlog-heart | 0.8229629629629629 | 0.044003990341567836 |
240 | STree | statlog-image | 0.9559307359307361 | 0.009560731264745029 |
241 | STree | statlog-vehicle | 0.7930281935259312 | 0.030103968123227114 |
242 | STree | synthetic-control | 0.9500000000000002 | 0.025385910352879692 |
243 | STree | tic-tac-toe | 0.9844442626527051 | 0.008387465200358178 |
244 | STree | vertebral-column-2clases | 0.8529032258064515 | 0.040885108432915755 |
245 | STree | wine | 0.9791587301587302 | 0.022426953738041516 |
246 | STree | zoo | 0.9575238095238094 | 0.04546150348723331 |