Table 3
Open in new tab

AUC results in all prediction settings

SettingDatasetWkNNIRMSCMFNRMFLGRGMFMF2ADRLSMDTINetNEDTPNetMFMulti2VecMDMF2A
S1NR-0.882(4.5)0.882(4.5)0.891(2)0.884(3)0.879(6)0.797(9)0.846(7)0.818(8)0.788(10)0.892(1)
GPCR-0.962(6)0.972(4)0.978(2)0.978(2)0.971(5)0.916(10)0.953(8)0.96(7)0.93(9)0.978(2)
IC-0.982(6)0.989(2)0.988(4)0.989(2)0.981(7.5)0.938(10)0.981(7.5)0.985(5)0.97(9)0.989(2)
E-0.961(8)0.981(4)0.982(3)0.983(2)0.964(7)0.839(10)0.97(5)0.966(6)0.944(9)0.984(1)
Luo-0.922(7)0.951(3)0.947(4)0.966(2)0.941(5)0.894(9)0.929(6)0.917(8)0.861(10)0.97(1)
|$AveRank$|-6.33.532.26.19.66.76.89.41.4
S2NR0.825(5.5)0.802(7)0.826(4)0.825(5.5)0.833(2)0.831(3)0.666(11)0.786(8)0.739(9)0.727(10)0.837(1)
GPCR0.914(4)0.882(7)0.913(5)0.924(2.5)0.924(2.5)0.867(8)0.858(9)0.885(6)0.852(10)0.811(11)0.925(1)
IC0.826(4)0.783(9)0.825(5)0.833(1)0.828(2)0.796(7)0.766(10)0.794(8)0.803(6)0.715(11)0.827(3)
E0.877(4)0.835(7)0.858(5)0.891(3)0.892(2)0.799(9)0.78(10)0.837(6)0.811(8)0.732(11)0.895(1)
Luo0.904(5)0.897(7)0.917(3)0.899(6)0.927(2)0.864(9)0.873(8)0.907(4)0.861(10)0.776(11)0.937(1)
|$AveRank$|4.57.44.43.62.17.29.66.48.610.81.4
S3NR0.82(3)0.786(7)0.825(2)0.845(1)0.819(4)0.798(6)0.756(8)0.726(9)0.712(10)0.703(11)0.805(5)
GPCR0.952(4)0.902(9)0.946(5)0.965(1)0.96(3)0.917(7)0.879(10)0.918(6)0.909(8)0.798(11)0.961(2)
IC0.958(5)0.941(7)0.96(4)0.965(3)0.967(1)0.942(6)0.907(10)0.939(8)0.938(9)0.866(11)0.966(2)
E0.935(5)0.881(9)0.936(4)0.943(3)0.944(2)0.883(8)0.841(10)0.918(6)0.911(7)0.815(11)0.948(1)
Luo0.835(5)0.826(9)0.828(8)0.84(4)0.901(2)0.801(10)0.829(7)0.86(3)0.831(6)0.633(11)0.902(1)
|$AveRank$|4.48.24.62.42.47.496.48112.2
S4NR0.637(5)0.597(6)0.656(3)0.677(1)0.649(4)0.592(7)0.562(8)0.548(9)0.531(10)0.524(11)0.661(2)
GPCR0.871(4)0.798(8)0.866(5)0.89(1)0.886(3)0.405(11)0.803(7)0.816(6)0.721(9)0.581(10)0.887(2)
IC0.774(5)0.658(9)0.775(4)0.782(2)0.776(3)0.498(11)0.706(6)0.702(7)0.683(8)0.555(10)0.783(1)
E0.819(3)0.695(8)0.799(5)0.815(4)0.821(2)0.453(11)0.757(6)0.744(7)0.69(9)0.541(10)0.827(1)
Luo0.819(4)0.752(7)0.804(5)0.745(8)0.848(2)0.438(11)0.787(6)0.822(3)0.732(9)0.513(10)0.85(1)
|$AveRank$|4.27.64.43.22.810.26.66.4910.21.4
|$Summary$|4.37*7.38*4.23*3.052.38*7.73*8.7*6.48*8.1*10.35*1.6
SettingDatasetWkNNIRMSCMFNRMFLGRGMFMF2ADRLSMDTINetNEDTPNetMFMulti2VecMDMF2A
S1NR-0.882(4.5)0.882(4.5)0.891(2)0.884(3)0.879(6)0.797(9)0.846(7)0.818(8)0.788(10)0.892(1)
GPCR-0.962(6)0.972(4)0.978(2)0.978(2)0.971(5)0.916(10)0.953(8)0.96(7)0.93(9)0.978(2)
IC-0.982(6)0.989(2)0.988(4)0.989(2)0.981(7.5)0.938(10)0.981(7.5)0.985(5)0.97(9)0.989(2)
E-0.961(8)0.981(4)0.982(3)0.983(2)0.964(7)0.839(10)0.97(5)0.966(6)0.944(9)0.984(1)
Luo-0.922(7)0.951(3)0.947(4)0.966(2)0.941(5)0.894(9)0.929(6)0.917(8)0.861(10)0.97(1)
|$AveRank$|-6.33.532.26.19.66.76.89.41.4
S2NR0.825(5.5)0.802(7)0.826(4)0.825(5.5)0.833(2)0.831(3)0.666(11)0.786(8)0.739(9)0.727(10)0.837(1)
GPCR0.914(4)0.882(7)0.913(5)0.924(2.5)0.924(2.5)0.867(8)0.858(9)0.885(6)0.852(10)0.811(11)0.925(1)
IC0.826(4)0.783(9)0.825(5)0.833(1)0.828(2)0.796(7)0.766(10)0.794(8)0.803(6)0.715(11)0.827(3)
E0.877(4)0.835(7)0.858(5)0.891(3)0.892(2)0.799(9)0.78(10)0.837(6)0.811(8)0.732(11)0.895(1)
Luo0.904(5)0.897(7)0.917(3)0.899(6)0.927(2)0.864(9)0.873(8)0.907(4)0.861(10)0.776(11)0.937(1)
|$AveRank$|4.57.44.43.62.17.29.66.48.610.81.4
S3NR0.82(3)0.786(7)0.825(2)0.845(1)0.819(4)0.798(6)0.756(8)0.726(9)0.712(10)0.703(11)0.805(5)
GPCR0.952(4)0.902(9)0.946(5)0.965(1)0.96(3)0.917(7)0.879(10)0.918(6)0.909(8)0.798(11)0.961(2)
IC0.958(5)0.941(7)0.96(4)0.965(3)0.967(1)0.942(6)0.907(10)0.939(8)0.938(9)0.866(11)0.966(2)
E0.935(5)0.881(9)0.936(4)0.943(3)0.944(2)0.883(8)0.841(10)0.918(6)0.911(7)0.815(11)0.948(1)
Luo0.835(5)0.826(9)0.828(8)0.84(4)0.901(2)0.801(10)0.829(7)0.86(3)0.831(6)0.633(11)0.902(1)
|$AveRank$|4.48.24.62.42.47.496.48112.2
S4NR0.637(5)0.597(6)0.656(3)0.677(1)0.649(4)0.592(7)0.562(8)0.548(9)0.531(10)0.524(11)0.661(2)
GPCR0.871(4)0.798(8)0.866(5)0.89(1)0.886(3)0.405(11)0.803(7)0.816(6)0.721(9)0.581(10)0.887(2)
IC0.774(5)0.658(9)0.775(4)0.782(2)0.776(3)0.498(11)0.706(6)0.702(7)0.683(8)0.555(10)0.783(1)
E0.819(3)0.695(8)0.799(5)0.815(4)0.821(2)0.453(11)0.757(6)0.744(7)0.69(9)0.541(10)0.827(1)
Luo0.819(4)0.752(7)0.804(5)0.745(8)0.848(2)0.438(11)0.787(6)0.822(3)0.732(9)0.513(10)0.85(1)
|$AveRank$|4.27.64.43.22.810.26.66.4910.21.4
|$Summary$|4.37*7.38*4.23*3.052.38*7.73*8.7*6.48*8.1*10.35*1.6
Table 3
Open in new tab

AUC results in all prediction settings

SettingDatasetWkNNIRMSCMFNRMFLGRGMFMF2ADRLSMDTINetNEDTPNetMFMulti2VecMDMF2A
S1NR-0.882(4.5)0.882(4.5)0.891(2)0.884(3)0.879(6)0.797(9)0.846(7)0.818(8)0.788(10)0.892(1)
GPCR-0.962(6)0.972(4)0.978(2)0.978(2)0.971(5)0.916(10)0.953(8)0.96(7)0.93(9)0.978(2)
IC-0.982(6)0.989(2)0.988(4)0.989(2)0.981(7.5)0.938(10)0.981(7.5)0.985(5)0.97(9)0.989(2)
E-0.961(8)0.981(4)0.982(3)0.983(2)0.964(7)0.839(10)0.97(5)0.966(6)0.944(9)0.984(1)
Luo-0.922(7)0.951(3)0.947(4)0.966(2)0.941(5)0.894(9)0.929(6)0.917(8)0.861(10)0.97(1)
|$AveRank$|-6.33.532.26.19.66.76.89.41.4
S2NR0.825(5.5)0.802(7)0.826(4)0.825(5.5)0.833(2)0.831(3)0.666(11)0.786(8)0.739(9)0.727(10)0.837(1)
GPCR0.914(4)0.882(7)0.913(5)0.924(2.5)0.924(2.5)0.867(8)0.858(9)0.885(6)0.852(10)0.811(11)0.925(1)
IC0.826(4)0.783(9)0.825(5)0.833(1)0.828(2)0.796(7)0.766(10)0.794(8)0.803(6)0.715(11)0.827(3)
E0.877(4)0.835(7)0.858(5)0.891(3)0.892(2)0.799(9)0.78(10)0.837(6)0.811(8)0.732(11)0.895(1)
Luo0.904(5)0.897(7)0.917(3)0.899(6)0.927(2)0.864(9)0.873(8)0.907(4)0.861(10)0.776(11)0.937(1)
|$AveRank$|4.57.44.43.62.17.29.66.48.610.81.4
S3NR0.82(3)0.786(7)0.825(2)0.845(1)0.819(4)0.798(6)0.756(8)0.726(9)0.712(10)0.703(11)0.805(5)
GPCR0.952(4)0.902(9)0.946(5)0.965(1)0.96(3)0.917(7)0.879(10)0.918(6)0.909(8)0.798(11)0.961(2)
IC0.958(5)0.941(7)0.96(4)0.965(3)0.967(1)0.942(6)0.907(10)0.939(8)0.938(9)0.866(11)0.966(2)
E0.935(5)0.881(9)0.936(4)0.943(3)0.944(2)0.883(8)0.841(10)0.918(6)0.911(7)0.815(11)0.948(1)
Luo0.835(5)0.826(9)0.828(8)0.84(4)0.901(2)0.801(10)0.829(7)0.86(3)0.831(6)0.633(11)0.902(1)
|$AveRank$|4.48.24.62.42.47.496.48112.2
S4NR0.637(5)0.597(6)0.656(3)0.677(1)0.649(4)0.592(7)0.562(8)0.548(9)0.531(10)0.524(11)0.661(2)
GPCR0.871(4)0.798(8)0.866(5)0.89(1)0.886(3)0.405(11)0.803(7)0.816(6)0.721(9)0.581(10)0.887(2)
IC0.774(5)0.658(9)0.775(4)0.782(2)0.776(3)0.498(11)0.706(6)0.702(7)0.683(8)0.555(10)0.783(1)
E0.819(3)0.695(8)0.799(5)0.815(4)0.821(2)0.453(11)0.757(6)0.744(7)0.69(9)0.541(10)0.827(1)
Luo0.819(4)0.752(7)0.804(5)0.745(8)0.848(2)0.438(11)0.787(6)0.822(3)0.732(9)0.513(10)0.85(1)
|$AveRank$|4.27.64.43.22.810.26.66.4910.21.4
|$Summary$|4.37*7.38*4.23*3.052.38*7.73*8.7*6.48*8.1*10.35*1.6
SettingDatasetWkNNIRMSCMFNRMFLGRGMFMF2ADRLSMDTINetNEDTPNetMFMulti2VecMDMF2A
S1NR-0.882(4.5)0.882(4.5)0.891(2)0.884(3)0.879(6)0.797(9)0.846(7)0.818(8)0.788(10)0.892(1)
GPCR-0.962(6)0.972(4)0.978(2)0.978(2)0.971(5)0.916(10)0.953(8)0.96(7)0.93(9)0.978(2)
IC-0.982(6)0.989(2)0.988(4)0.989(2)0.981(7.5)0.938(10)0.981(7.5)0.985(5)0.97(9)0.989(2)
E-0.961(8)0.981(4)0.982(3)0.983(2)0.964(7)0.839(10)0.97(5)0.966(6)0.944(9)0.984(1)
Luo-0.922(7)0.951(3)0.947(4)0.966(2)0.941(5)0.894(9)0.929(6)0.917(8)0.861(10)0.97(1)
|$AveRank$|-6.33.532.26.19.66.76.89.41.4
S2NR0.825(5.5)0.802(7)0.826(4)0.825(5.5)0.833(2)0.831(3)0.666(11)0.786(8)0.739(9)0.727(10)0.837(1)
GPCR0.914(4)0.882(7)0.913(5)0.924(2.5)0.924(2.5)0.867(8)0.858(9)0.885(6)0.852(10)0.811(11)0.925(1)
IC0.826(4)0.783(9)0.825(5)0.833(1)0.828(2)0.796(7)0.766(10)0.794(8)0.803(6)0.715(11)0.827(3)
E0.877(4)0.835(7)0.858(5)0.891(3)0.892(2)0.799(9)0.78(10)0.837(6)0.811(8)0.732(11)0.895(1)
Luo0.904(5)0.897(7)0.917(3)0.899(6)0.927(2)0.864(9)0.873(8)0.907(4)0.861(10)0.776(11)0.937(1)
|$AveRank$|4.57.44.43.62.17.29.66.48.610.81.4
S3NR0.82(3)0.786(7)0.825(2)0.845(1)0.819(4)0.798(6)0.756(8)0.726(9)0.712(10)0.703(11)0.805(5)
GPCR0.952(4)0.902(9)0.946(5)0.965(1)0.96(3)0.917(7)0.879(10)0.918(6)0.909(8)0.798(11)0.961(2)
IC0.958(5)0.941(7)0.96(4)0.965(3)0.967(1)0.942(6)0.907(10)0.939(8)0.938(9)0.866(11)0.966(2)
E0.935(5)0.881(9)0.936(4)0.943(3)0.944(2)0.883(8)0.841(10)0.918(6)0.911(7)0.815(11)0.948(1)
Luo0.835(5)0.826(9)0.828(8)0.84(4)0.901(2)0.801(10)0.829(7)0.86(3)0.831(6)0.633(11)0.902(1)
|$AveRank$|4.48.24.62.42.47.496.48112.2
S4NR0.637(5)0.597(6)0.656(3)0.677(1)0.649(4)0.592(7)0.562(8)0.548(9)0.531(10)0.524(11)0.661(2)
GPCR0.871(4)0.798(8)0.866(5)0.89(1)0.886(3)0.405(11)0.803(7)0.816(6)0.721(9)0.581(10)0.887(2)
IC0.774(5)0.658(9)0.775(4)0.782(2)0.776(3)0.498(11)0.706(6)0.702(7)0.683(8)0.555(10)0.783(1)
E0.819(3)0.695(8)0.799(5)0.815(4)0.821(2)0.453(11)0.757(6)0.744(7)0.69(9)0.541(10)0.827(1)
Luo0.819(4)0.752(7)0.804(5)0.745(8)0.848(2)0.438(11)0.787(6)0.822(3)0.732(9)0.513(10)0.85(1)
|$AveRank$|4.27.64.43.22.810.26.66.4910.21.4
|$Summary$|4.37*7.38*4.23*3.052.38*7.73*8.7*6.48*8.1*10.35*1.6
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