Avg. of AUC*	APR	CCE	Citation-KNN	Dmaxmin	Dmeanmin	Dminmin	MILES	miFV	RSIS	Kmeans-enc	Kmeans-2Class-enc	Path-enc	Term-enc	LP-instance	LP-cluster	QP-MIL
Musk1	0.7720	0.8816	0.8712	0.9200	0.9446	0.9312	0.8960	0.8738	0.8767	0.9348	0.9412	0.9558	0.9574	0.9568	0.9680	0.9680
Musk2	0.8064	0.7812	0.8501	0.9560	0.9761	0.9563	0.8227	0.7860	0.8818	0.9671	0.9469	0.9327	0.9279	0.9306	0.9269	0.9450
Mutagenesis1	0.5007	0.8328	0.8268	0.8196	0.8506	0.7655	0.9096	0.9091	0.6649	0.7802	0.8875	0.9355	0.9374	0.8525	0.8674	0.8554
Mutagenesis2	0.4583	0.7267	0.6875	0.5900	0.6467	0.3450	0.8817	0.8667		0.6267	0.6833	0.8350	0.8500	0.7883	0.7850	0.7850
Protein	0.5089	0.6434	0.5516	0.5611	0.5226	0.8756	0.8723	0.8732		0.9528	0.7996	0.9456	0.9070	–	0.8394	0.8510
Elephant	0.7280	0.8535	0.8824	0.8762	0.9360	0.9148	0.8858	0.8818	0.8400	0.9266	0.9136	0.9435	0.9358	0.9488	0.9046	0.9414
Fox	0.5850	0.6225	0.5689	0.4574	0.6124	0.7039	0.6304	0.6546	0.6400	0.7376	0.6748	0.7116	0.7231	0.6862	0.6424	0.6766
Tiger	0.5830	0.8323	0.7521	0.7610	0.8528	0.8498	0.8264	0.8597	0.7930	0.8680	0.8754	0.9095	0.9027	0.9054	0.8930	0.9008
CorelAfrican	0.5795	0.8398	0.8615	0.9386	0.9673	0.9664	0.8363	0.8512		0.9573	0.9436	0.9721	0.9725	0.9452	0.9320	0.9534
CorelAntique	0.5945	0.7216	0.7466	0.8769	0.9223	0.9103	0.7694	0.8006		0.8728	0.9083	0.9335	0.9262	0.8937	0.9001	0.8706
CorelBattleships	0.5689	0.9123	0.8661	0.9723	0.9806	0.9656	0.8763	0.8893		0.9494	0.9288	0.9745	0.9745	0.9333	0.9523	0.9584
CorelBeach	0.5956	0.9694	0.9262	0.9719	0.9831	0.9902	0.9766	0.9804		0.9927	0.9736	0.9915	0.9907	0.9949	0.9882	0.9932
CorelBuses	0.5908	0.9630	0.8475	0.9622	0.9731	0.9805	0.9439	0.9444		0.9753	0.9401	0.9818	0.9799	0.9792	0.9627	0.9598
CorelCars	0.6076	0.8779	0.8353	0.9299	0.9476	0.9164	0.8560	0.8641		0.9185	0.9169	0.9513	0.9475	0.9462	0.9260	0.9124
CorelDesserts	0.5708	0.9220	0.8655	0.9498	0.9740	0.9658	0.9151	0.9433		0.9389	0.9732	0.9748	0.9711	0.9877	0.9594	0.9685
CorelDinosaurs	0.5508	0.8973	0.8020	0.9484	0.9828	0.9819	0.8823	0.9161		0.9753	0.9437	0.9734	0.9691	0.9851	0.9527	0.9638
CorelDogs	0.5697	0.8050	0.7515	0.8936	0.9185	0.9107	0.8381	0.8562		0.8737	0.8644	0.9300	0.9207	0.9237	0.8862	0.8633
CorelElephants	0.6431	0.8931	0.8696	0.9661	0.9825	0.9696	0.8583	0.8841		0.9575	0.9572	0.9740	0.9712	0.9702	0.9644	0.9676
CorelFashion	0.8681	0.9501	0.9094	0.9833	0.9898	0.9912	0.9044	0.9280		0.9902	0.9888	0.9932	0.9924	0.9887	0.9809	0.9861
CorelFlowers	0.6358	0.8438	0.8332	0.9318	0.9470	0.9526	0.8562	0.8897		0.9435	0.9378	0.9724	0.9729	0.9622	0.9377	0.9382
CorelFood	0.8596	0.9848	0.9337	0.9928	0.9977	0.9957	0.9794	0.9838		0.9942	0.9868	0.9958	0.9948	0.9982	0.9833	0.9923
CorelHistorical	0.7731	0.9777	0.9416	0.9844	0.9982	0.9938	0.9845	0.9865		0.9930	0.9852	0.9964	0.9954	0.9983	0.9878	0.9937
CorelHorses	0.6131	0.8091	0.7455	0.8607	0.9196	0.9172	0.7982	0.8154		0.8955	0.8893	0.9051	0.9063	0.9065	0.8928	0.8603
CorelLizards	0.5531	0.9380	0.8973	0.9604	0.9802	0.9711	0.9399	0.9340		0.9700	0.9580	0.9773	0.9763	0.9708	0.9574	0.9730
CorelMountains	0.9812	0.9875	0.9790	0.9976	0.9996	0.9990	0.9880	0.9926		0.9989	0.9990	0.9999	0.9999	0.9988	0.9967	0.9980
CorelSkiing	0.5085	0.8747	0.7700	0.9563	0.9604	0.9528	0.8670	0.8729		0.9472	0.9585	0.9696	0.9648	0.9690	0.9312	0.9599
CorelSunset	0.4951	0.7279	0.7064	0.8033	0.8369	0.7512	0.7039	0.7507		0.7630	0.7711	0.8634	0.8618	0.8044	0.8313	0.7389
CorelWaterfalls	0.5947	0.8360	0.8646	0.9620	0.9751	0.9662	0.8388	0.8957		0.9452	0.9341	0.9759	0.9725	0.9701	0.9542	0.9550
UCSBBreastCancer	0.5692	0.6439	0.7063	0.7253	0.8306	0.7908	0.8228	0.8478		0.8333	0.8678	0.8803	0.8594	0.9300	0.9025	0.8878
Newsgroups1	0.5000	0.7920	0.8032	0.9048	0.9408	0.5000	0.6672	0.6536	0.6200	0.4160	0.9114	0.8612	0.7804	0.4696	0.6680	0.9328
Newsgroups2	0.5080	0.6600	0.6380	0.8952	0.8976	0.5544	0.7180	0.6136	0.7200	0.5280	0.5720	0.6708	0.6168	0.6096	0.5040	0.8312
Newsgroups3	0.5000	0.6220	0.5844	0.8184	0.8104	0.5000	0.6504	0.6600		0.4792	0.6680	0.7456	0.6916	0.4456	0.6336	0.7784
Newsgroups4	0.5080	0.6784	0.6364	0.8216	0.8568	0.4792	0.7040	0.6632		0.6816	0.6948	0.7524	0.6804	0.5304	0.5648	0.8200
Newsgroups5	0.4880	0.6092	0.5852	0.8528	0.8520	0.5592	0.6492	0.6376		0.5888	0.6504	0.7404	0.7300	0.5056	0.6464	0.8120
Newsgroups6	0.5000	0.7416	0.7324	0.8652	0.8904	0.5720	0.6756	0.6504		0.6096	0.8218	0.8616	0.8508	0.5952	0.5776	0.8488
Newsgroups7	0.4960	0.6476	0.6328	0.7520	0.7896	0.5468	0.6452	0.6540		0.5112	0.7259	0.7788	0.7708	0.5352	0.5688	0.8160
Newsgroups8	0.4980	0.6920	0.5704	0.8404	0.8704	0.4600	0.7132	0.6232		0.4976	0.7275	0.8028	0.7732	0.4848	0.4296	0.8184
Newsgroups9	0.5000	0.8064	0.8176	0.3480	0.3260	0.5000	0.6988	0.6160		0.5216	0.8119	0.8912	0.9000	0.6296	0.4384	0.8504
Newsgroups10	0.5000	0.7472	0.8212	0.9184	0.9144	0.4764	0.6244	0.6516		0.5096	0.8636	0.8800	0.8724	0.6432	0.4976	0.8800
Newsgroups11	0.4920	0.7936	0.7140	0.9680	0.9576	0.4600	0.6672	0.6344		0.3744	0.8792	0.9384	0.9292	0.4904	0.4584	0.9232
Newsgroups12	0.5100	0.7556	0.8064	0.8680	0.8396	0.4664	0.6340	0.6416		0.4624	0.8510	0.8016	0.8288	0.5216	0.5552	0.8648
Newsgroups13	0.5000	0.5284	0.6212	0.9320	0.9464	0.5000	0.4684	0.6324		0.4872	0.6160	0.6760	0.6416	0.4584	0.4880	0.9488
Newsgroups14	0.5000	0.7768	0.7800	0.9216	0.9416	0.4648	0.6656	0.6408		0.4976	0.8428	0.8888	0.7980	0.6120	0.4680	0.8880
Newsgroups15	0.5000	0.7900	0.7628	0.8744	0.9052	0.5172	0.6208	0.6440		0.4360	0.8288	0.8984	0.9032	0.4304	0.5160	0.9208
Newsgroups16	0.5000	0.7872	0.7728	0.8792	0.8984	0.5088	0.6404	0.6268		0.4608	0.8486	0.8220	0.7812	0.4160	0.4368	0.8216
Newsgroups17	0.4940	0.7660	0.6920	0.8184	0.8736	0.5312	0.6800	0.6204		0.4984	0.8272	0.7612	0.7400	0.4160	0.5080	0.7960
Newsgroups18	0.5000	0.8248	0.8448	0.8328	0.8736	0.4632	0.6880	0.6656		0.5456	0.8576	0.8820	0.8576	0.5672	0.4904	0.8520
Newsgroups19	0.5020	0.8312	0.7656	0.7848	0.8020	0.5608	0.6420	0.6380		0.5496	0.6717	0.7472	0.7388	0.5152	0.5080	0.8136
Newsgroups20	0.4980	0.7696	0.6464	0.8392	0.8336	0.4432	0.6252	0.6424		0.5600	0.8086	0.7540	0.7056	0.3856	0.6192	0.8128
Web1	0.5470	0.7883	0.6135	0.4107	0.6337	0.7883	0.8263	0.8337	0.7422	0.7323	0.8323	0.7498	0.7603	0.7590	0.6417	0.6553
Web2	0.5223	0.4733	0.4450	0.5013	0.4743	0.5213	0.6997	0.6933		0.5440	0.3705	0.4680	0.4920	0.4630	0.6467	0.5373
Web3	0.6000	0.6032	0.6491	0.5010	0.7083	0.6081	0.7721	0.7668		0.6714	0.7333	0.6994	0.6643	0.6445	0.6219	0.6612
Web4	0.5750	0.8340	0.7070	0.5480	0.7990	0.6287	0.8165	0.8465		0.7433	0.8120	0.7763	0.8243	0.7410	0.6043	0.6273
Web5	0.5398	0.6116	0.5064	0.5066	0.7112	0.7941	0.7313	0.7755		0.7433	0.6869	0.7326	0.7337	0.7319	0.5338	0.5524
Web6	0.5810	0.6212	0.5200	0.4942	0.5247	0.5430	0.7222	0.7268		0.5497	0.6460	0.6647	0.7227	0.5637	0.4173	0.6500
Web7	0.5858	0.5921	0.6748	0.5998	0.6904	0.6700	0.6896	0.6879		0.6246	0.6971	0.7290	0.7048	0.6429	0.4613	0.5454
Web8	0.5517	0.5750	0.4981	0.5785	0.4090	0.3663	0.6521	0.6496		0.5113	0.5370	0.5283	0.5615	0.5067	0.4688	0.5296
Web9	0.5950	0.6308	0.5990	0.4967	0.7354	0.6867	0.7298	0.7413		0.6867	0.6846	0.4594	0.4817	0.4404	0.4546	0.5029
BrownCreeper	0.5920	0.9445	0.8825	0.7292	0.8991	0.9272	0.9890	0.9924		0.9737	0.9882	0.9944	0.9935	0.9943	0.9841	0.9905
Chestnut-backedChickadee	0.5197	0.8267	0.8021	0.8305	0.8530	0.7488	0.8982	0.9099		0.8014	0.9232	0.9434	0.9413	0.9390	0.8880	0.9169
Dark-eyedJunco	0.6829	0.6674	0.5935	0.6952	0.8559	0.8701	0.9380	0.9474		0.8907	0.8815	0.9782	0.9751	0.9543	0.9342	0.9315
HammondsFlycatcher	0.5340	0.9922	0.8843	0.7178	0.9439	0.8826	0.9992	0.9989		0.9394	0.9404	1.0000	1.0000	1.0000	1.0000	0.9995
HermitThrush	0.6681	0.4879	0.5351	0.5696	0.5776	0.8924	0.8077	0.8363		0.6824	0.6619	0.9214	0.9240	0.9392	0.9090	0.9032
HermitWarbler	0.5934	0.8178	0.6973	0.7346	0.7810	0.9261	0.9812	0.9789		0.9039	0.9403	0.9864	0.9868	0.9856	0.9822	0.9844
Olive-sidedFlycatcher	0.6441	0.8781	0.7938	0.8525	0.8964	0.9236	0.9693	0.9626		0.9202	0.9591	0.9766	0.9737	0.9744	0.9616	0.9670
PacificslopeFlycatcher	0.5306	0.8363	0.6992	0.7228	0.7536	0.7691	0.9572	0.9578		0.8481	0.9858	0.9675	0.9644	0.9660	0.9453	0.9428
Red-breastedNuthatch	0.5829	0.8719	0.7708	0.8033	0.8758	0.8770	0.9789	0.9819		0.9073	0.9463	0.9932	0.9940	0.9848	0.9470	0.9710
SwainsonsThrush	0.5188	0.8260	0.6867	0.7818	0.7670	0.8841	0.9682	0.9810		0.8044	0.9140	0.9982	0.9964	0.9876	0.9455	0.9765
VariedThrush	0.5844	0.8686	0.7816	0.7509	0.8397	0.9402	0.9997	0.9998		0.9513	0.9302	1.0000	1.0000	0.9998	0.9964	0.9965
WesternTanager	0.6957	0.8780	0.7551	0.4749	0.8493	0.8239	0.9877	0.9824		0.8938	0.9892	0.9954	0.9945	0.9915	0.9699	0.9729
WinterWren	0.5984	0.9654	0.9068	0.9441	0.9315	0.8537	0.9925	0.9902		0.9461	0.9967	0.9973	0.9975	0.9917	0.9853	0.9876

*10 fold cross-validation is repeated 5 times.