Loading README.md +3 −0 Original line number Diff line number Diff line Loading @@ -204,6 +204,7 @@ different subclasses of ``Featurizer`` for convenience: ### Performances Index splitting |Dataset |N(tasks) |N(samples) |Model |Train score/ROC-AUC|Valid score/ROC-AUC|Time(loading)/s |Time(running)/s| |-----------|-----------|-----------|--------------------|-------------------|-------------------|----------------|---------------| |tox21 |12 |8014 |logistic regression |0.910 |0.759 |30 |60 | Loading @@ -225,6 +226,7 @@ Index splitting | | | |graph convolution |0.906 |0.725 |80 |900 | Random splitting(N(tasks), N(samples), Time omitted) |Dataset |Model |Train score/ROC-AUC|Valid score/ROC-AUC| |-----------|--------------------|-------------------|-------------------| |tox21 |logistic regression |0.903 |0.741 | Loading @@ -249,6 +251,7 @@ Random splitting(N(tasks), N(samples), Time omitted) | |graph convolution |0.820 |0.692 | Scaffold splitting(N(tasks), N(samples), Time omitted) |Dataset |Model |Train score/ROC-AUC|Valid score/ROC-AUC| |-----------|--------------------|-------------------|-------------------| |tox21 |logistic regression |0.900 |0.650 | Loading Loading
README.md +3 −0 Original line number Diff line number Diff line Loading @@ -204,6 +204,7 @@ different subclasses of ``Featurizer`` for convenience: ### Performances Index splitting |Dataset |N(tasks) |N(samples) |Model |Train score/ROC-AUC|Valid score/ROC-AUC|Time(loading)/s |Time(running)/s| |-----------|-----------|-----------|--------------------|-------------------|-------------------|----------------|---------------| |tox21 |12 |8014 |logistic regression |0.910 |0.759 |30 |60 | Loading @@ -225,6 +226,7 @@ Index splitting | | | |graph convolution |0.906 |0.725 |80 |900 | Random splitting(N(tasks), N(samples), Time omitted) |Dataset |Model |Train score/ROC-AUC|Valid score/ROC-AUC| |-----------|--------------------|-------------------|-------------------| |tox21 |logistic regression |0.903 |0.741 | Loading @@ -249,6 +251,7 @@ Random splitting(N(tasks), N(samples), Time omitted) | |graph convolution |0.820 |0.692 | Scaffold splitting(N(tasks), N(samples), Time omitted) |Dataset |Model |Train score/ROC-AUC|Valid score/ROC-AUC| |-----------|--------------------|-------------------|-------------------| |tox21 |logistic regression |0.900 |0.650 | Loading
