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deepchem · Jan 21, 2021 · 2cc0328 · 2cc0328
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diff --git a/README.md b/README.md
@@ -28,3 +28,6 @@
 ### ClinTox
 
 | Rank | Model         | Featurization  | Test ROC-AUC     | Validation ROC-AUC | Contact                           | References	                                                                           | Date           |
+| ---- | ------------- | -------------- | ---------------- | ------------------ | --------------------------------- | ---------------------------------------------------------------------------------------- | -------------- |
+| 1    | GCN           | GraphConv      | 0.9065 +- 0.0179 | 0.9880 +- 0.0073   | [Mufei Li]([email protected]) | [Paper](https://arxiv.org/abs/1609.02907), [Code](./examples)                            | Jan 22nd, 2021 |
+| 2    | Random Forest | 1024-bit ECFP4 | 0.7829 +- 0.0235 | 0.8883 +- 0.0230   | [Mufei Li]([email protected]) | [Paper](https://www.stat.berkeley.edu/~breiman/randomforest2001.pdf), [Code](./examples) | Jan 22nd, 2021 |
diff --git a/examples/configures/GCN_GC/ClinTox.json b/examples/configures/GCN_GC/ClinTox.json
@@ -0,0 +1,8 @@
+{
+  "batchnorm": true,
+  "dropout": 0.04333497108612183,
+  "hidden_feats": 128,
+  "lr": 0.15302291932022413,
+  "num_gnn_layers": 2,
+  "residual": true
+}
diff --git a/examples/configures/RF_ECFP/ClinTox.json b/examples/configures/RF_ECFP/ClinTox.json
@@ -0,0 +1,6 @@
+{
+  "bootstrap": false,
+  "criterion": "entropy",
+  "min_samples_split": 16,
+  "n_estimators": 100
+}