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30
96
Ki
float64
-4.25
1.15
CC1(C)OC[C@H](NC(=O)Nc2ccc(Br)cc2Cl)[C@H](c2ccccc2)O1
-0.800029
Cc1cc(Br)ccc1NC(=O)N[C@H]1COC(C)(C)O[C@H]1c1ccccc1
-1.599992
Cc1ccc(Cl)c(NC(=O)N[C@H]2COC(C)(C)O[C@H]2c2ccccc2)c1
-1.800029
Cc1ccc(NC(=O)N[C@H]2COC(C)(C)O[C@H]2c2ccccc2)c(C)c1
-2.099991
CC1(C)OC[C@H](NC(=O)Nc2cc(Cl)ccc2Cl)[C@H](c2ccccc2)O1
-1.800029
CC1(C)OC[C@H](NC(=O)Nc2ccccc2I)[C@H](c2ccccc2)O1
-1.899985
CC1(C)OC[C@H](NC(=O)Nc2ccccc2Cl)[C@H](c2ccccc2)O1
-1.899985
CC1(C)OC[C@H](NC(=O)Nc2ccccc2F)[C@H](c2ccccc2)O1
-2.600003
COc1ccccc1NC(=O)N[C@H]1COC(C)(C)O[C@H]1c1ccccc1
-3.400001
CC1(C)OC[C@H](NC(=O)Nc2ccccc2C(F)(F)F)[C@H](c2ccccc2)O1
-2
CC(C)c1ccccc1NC(=O)N[C@H]1COC(C)(C)O[C@H]1c1ccccc1
-3.400001
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2cccs2)[C@H](c2ccccc2)O1
-1.700011
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2ccsc2)[C@H](c2ccccc2)O1
-1.899985
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2ccccc2)[C@H](c2ccccc2)O1
-2
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2ccccc2Cl)[C@H](c2ccccc2)O1
-1.40002
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2cccnc2)[C@H](c2ccccc2)O1
-2.500003
CC1(C)OC[C@H](NC(=O)Nc2ccccc2-c2cccc(Cl)c2)[C@H](c2ccccc2)O1
-1.899985
CC1(C)OC[C@H](/N=C(\S)Nc2ccccc2Br)[C@H](c2ccccc2)O1
-2.600003
CC1(C)OC[C@H](/N=C(\S)Nc2ccc(Cl)cc2Cl)[C@H](c2ccccc2)O1
-2.300008
CC1(C)OC[C@H](NC(=O)c2ccc(Cl)cc2Cl)[C@H](c2ccccc2)O1
-2.300008
CC1(C)OC[C@H](NC(=O)Oc2ccccc2Cl)[C@H](c2ccccc2)O1
-3.199999
CC1(C)OC[C@H](NC(=O)Cc2ccccc2Br)[C@H](c2ccccc2)O1
-3.199999
Cc1ccc(/N=C(\NC#N)N[C@H]2COC(C)(C)O[C@H]2c2ccccc2)c(Br)c1
-3.100002
CC1(C)OC[C@H](NC(=O)Nc2ccccc2)[C@H](c2ccccc2)O1
-2.700002
CC1(C)OC[C@H](NC(=O)Nc2cccc(Br)c2)[C@H](c2ccccc2)O1
-3
CC1(C)OC[C@H](NC(=O)Nc2ccc(Br)cc2)[C@H](c2ccccc2)O1
-2.400002
CC1(C)OC[C@H](NC(=O)Nc2ccc(Br)cc2Br)[C@H](c2ccccc2)O1
-0.72765
Cn1c(CCC(=O)N2CCC[C@H]2C(=O)Nc2ccccc2-c2ccccc2)nc2ccccc21
0.09691
Cn1c(SCC(=O)N2CCC[C@H]2C(=O)Nc2ccccc2-c2ccccc2)nc2ccccc21
0.69897
Cc1ccc2nc(SCC(=O)N3CCC[C@H]3C(=O)Nc3ccccc3-n3cccc3)n(C)c2c1
1
Cc1ccc2c(c1)nc(SCC(=O)N1CCC[C@H]1C(=O)Nc1ccccc1-n1cccc1)n2C
1.045757
Cc1ccc2[nH]c(SCC(=O)N3CCC[C@H]3C(=O)Nc3ccccc3-n3cccc3)nc2c1
0.69897
O=C(Nc1ccccc1-n1cccc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2o1
-0.90309
O=C(Nc1ccccc1-n1cccc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2s1
-0.30103
Cn1c(CCC(=O)N2CCC[C@H]2C(=O)Nc2ccccc2-n2cccc2)nc2ccccc21
-0.30103
Cn1c(SCC(=O)N2CCC[C@H]2C(=O)Nc2ccccc2-n2cccc2)nc2ccccc21
0.522879
O=C(Nc1ccccc1-n1cccc1)[C@@H]1CCCN1C(=O)CCc1nc2ccccc2[nH]1
-1.041393
O=C(Nc1ccccc1-c1ccccc1F)[C@@H]1CCCN1C(=O)CCc1nc2ccccc2[nH]1
-0.477121
COc1ccccc1-c1ccccc1NC(=O)[C@@H]1CCCN1C(=O)CCc1nc2ccccc2[nH]1
-0.30103
O=C(Nc1ccccc1-c1ccccc1)[C@@H]1CCCN1C(=O)CCc1nc2ccccc2[nH]1
-0.778151
O=C(Nc1ccccc1Oc1ccccc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2[nH]1
-0.477121
O=C(Nc1ccc(-c2ccccc2)cc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2[nH]1
-1.041393
O=C(Nc1cccc(-c2ccccc2)c1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2[nH]1
-2.447158
O=C(Nc1ccccc1-c1ccccc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2[nH]1
0.221849
O=C(Nc1ccccc1)[C@@H]1CCCN1C(=O)CSc1nc2ccccc2[nH]1
-2.748188
Cc1ccc(-n2nccn2)c(C(=O)N2CCCN(c3ncc4ccccc4n3)CC2)c1
0.221849
O=C1c2cc(ccc2-n2nccn2)CCCCc2ccc3cc(ccc3c2)N2CCCN1CC2
-1.623249
C=CCCCc1ccc2cc(N3CCCN(C(=O)c4cc(CC=C)ccc4-n4nccn4)CC3)ccc2c1
-2.079181
Cc1ccc(-n2nccn2)c(CN2CCCN(c3ncc4ccccc4n3)CC2)c1
-2.380211
O=C(C1CCCCC1)N1CCCN(c2ncc3ccccc3n2)CC1
-2.740363
Cc1ccc(-n2nccn2)c(C(=O)N2CCCN(c3ccc4ccccc4c3)CC2)c1
-0.30103
Cc1ccc(-n2nccn2)c(C(=O)N2CCCN(c3ncc4cc(F)ccc4n3)CC2)c1
0.69897
Cc1ccc(-n2nccn2)c(C(=O)N2CC3CC(C2)N(c2ncc4ccccc4n2)C3)c1
-0.352183
Cc1ccc(-n2nccn2)c(C(=O)N2CC3CC2CN(c2ncc4ccccc4n2)C3)c1
-1.041393
Cc1ccc(-n2nccn2)c(C(=O)N2CCC3CC2CN3c2ncc3cc(F)ccc3n2)c1
-2.414973
Cc1ccc(-n2nccn2)c(C(=O)N2CC3CC2CCN3c2ncc3cc(F)ccc3n2)c1
-3.544068
Cc1ccc(-n2nccn2)c(C(=O)N2CCN(c3ncc4ccccc4n3)CC[C@H]2C)c1
0.443697
C[C@@H]1CCN(c2ncc3cc(F)ccc3n2)CCN1C(=O)c1ccccc1-n1nccn1
0.732828
C[C@@H]1CCN(c2cnc3cc(F)c(F)cc3n2)CCN1C(=O)c1ccccc1-n1nccn1
0.60206
C[C@@H]1CCN(c2ncc3c(n2)CCCC3)CCN1C(=O)c1ccccc1-n1nccn1
0.552842
Cc1ccc(-n2nccn2)c(C(=O)N2CCN(c3nc4ccccc4o3)CC[C@H]2C)c1
-0.50515
Cc1ccc(-n2nccn2)c(C(=O)N2CCN(c3nc4cc(Cl)ccc4o3)CC[C@H]2C)c1
0.313297
Cc1ccc(-n2nccn2)c(C(=O)N2C3CCC2CN(c2ncc4ccc(F)cc4n2)CC3)c1
-0.550228
Cc1ccc(-n2nccn2)c(C(=O)N2CCC3CCC(C2)N3c2ncc3ccc(F)cc3n2)c1
0.09691
Cc1occc1-c1nnc(SCC(=O)Nc2ccccc2F)n1Cc1ccco1
-3.299999
Cc1cc(C)cc(N(C(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c2cccnc2)c1
-3.299999
Cc1occc1-c1nnc(SCC(=O)NCCc2ccccc2)n1Cc1ccco1
-3.199999
Cc1occc1-c1nnc(SCC(=O)Nc2ccccc2)n1Cc1ccco1
-3
Cc1occc1-c1nnc(SCC(=O)Nc2nccs2)n1Cc1ccco1
-3
Cc1occc1-c1nnc(SCC(=O)NN2CCc3ccccc32)n1Cc1ccco1
-3
Cc1cc(C)cc(N(C(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)C2CNCCN2)c1
-2.800002
Cc1ccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c(C)c1
-2.700002
Cc1occc1-c1nnc(SCC(=O)Nc2cccc(F)c2)n1Cc1ccco1
-2.700002
COc1ccccc1NC(=O)CSc1nnc(-c2ccoc2C)n1Cc1ccco1
-2.700002
Cc1ccc(C)c(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c1
-2.600003
Cc1nnc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)s1
-2.600003
Cc1cc(C)cc(N(C(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c2ccccn2)c1
-2.600003
CC(=O)c1cccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c1
-2.500003
Cc1occc1-c1nnc(SCC(=O)Nc2cccc(-c3ccc4c(c3)OCO4)c2)n1Cc1ccco1
-2.400002
COc1ccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)cc1
-2.300008
Cc1occc1-c1nnc(SCC(=O)Nc2ccc(F)cc2)n1Cc1ccco1
-2.200002
Cc1occc1-c1nnc(SCC(=O)Nc2ccc(N(C)C)cc2)n1Cc1ccco1
-2.200002
Cc1occc1-c1nnc(SCC(=O)Nc2ccc(Cl)cc2)n1Cc1ccco1
-2
Cc1csc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)n1
-2
Cc1occc1-c1nnc(SCC(=O)Nc2cccc(Cl)c2)n1Cc1ccco1
-1.800029
Cc1cccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c1
-1.700011
Cc1occc1-c1nnc(SCC(=O)Nc2ccc(F)c(Cl)c2)n1Cc1ccco1
-1.599992
Cc1ccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)cc1
-1.599992
CC(=O)c1ccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)cc1
-1.499962
COc1ccc(C)cc1NC(=O)CSc1nnc(-c2ccoc2C)n1Cc1ccco1
-1.200029
Cc1ccc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)cc1C
-0.40002
Cc1cc(C)cc(NC(=O)CSc2nnc(-c3ccoc3C)n2Cc2ccco2)c1
-0.200029
Cc1nc(C(=O)N2CCCC[C@H]2CNC(=O)c2cccc3occc23)c(-c2ccc(F)cc2)s1
0.206873
O=C(NC[C@@H]1CCCCN1C(=O)c1ccccc1-c1ccccc1)Nc1ccccc1
-0.700011
O=C(CC[C@@H]1CCCCN1C(=O)c1ccccc1-c1ccccc1)c1ccccc1
-1.299943
O=C(C[C@@H]1CCCCN1C(=O)c1ccccc1-c1ccccc1)Nc1ccccc1
-1.499962
CN(C[C@@H]1CCCCN1C(=O)c1ccccc1-c1ccccc1)C(=O)c1ccc(F)cc1
-3.100002
O=C(NC[C@@H]1CCCCN1C(=O)c1ccccc1-c1ccccc1)c1ccccc1
-1.299943
O=C(c1ccccc1-c1ccccc1)N1CCCC[C@H]1CCOc1ccc(F)cc1F
0.100015
O=C(c1cccc2ccccc12)N1CCCC[C@H]1CCOc1ccc(F)cc1
-2.099991
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MoleculeACE ChEMBL4792 Ki

ChEMBL4792 dataset, originally part of ChEMBL database [1], processed in MoleculeACE [2] for activity cliff evaluation. It is intended to be use through scikit-fingerprints library.

The task is to predict the inhibitor constant (Ki) of molecules against the Orexin receptor type 2 target.

Characteristic Description
Tasks 1
Task type regression
Total samples 1471
Recommended split activity_cliff
Recommended metric RMSE

References

[1] B. Zdrazil et al., “The ChEMBL Database in 2023: a drug discovery platform spanning multiple bioactivity data types and time periods,” Nucleic Acids Research, vol. 52, no. D1, Nov. 2023, doi: https://doi.org/10.1093/nar/gkad1004. ‌

[2] D. van Tilborg, A. Alenicheva, and F. Grisoni, “Exposing the Limitations of Molecular Machine Learning with Activity Cliffs,” Journal of Chemical Information and Modeling, vol. 62, no. 23, pp. 5938–5951, Dec. 2022, doi: https://doi.org/10.1021/acs.jcim.2c01073. ‌

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