add model params

models/chem_phys_xgboost_params.json

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+{
+    "colsample_bytree": 0.5899053652391966,
+    "learning_rate": 0.09931771248268591,
+    "max_depth": 10
+}

models/ecfp4_rf_params.json

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+{
+    "max_depth": 70,
+    "min_samples_leaf": 1,
+    "min_samples_split": 6,
+    "n_estimators": 500
+}

models/erg_rf_params.json

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+{
+    "max_depth": 50,
+    "min_samples_leaf": 1,
+    "min_samples_split": 6,
+    "n_estimators": 500
+}

models/erg_xgboost_params.json

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+{
+    "colsample_bytree": 0.33818019645488173,
+    "learning_rate": 0.09179180804085318,
+    "max_depth": 10
+}

models/maccs_rf_params.json

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+{
+    "max_depth": 90,
+    "min_samples_leaf": 1,
+    "min_samples_split": 4,
+    "n_estimators": 100
+}

models/maccs_xgboost_params.json

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+{
+    "colsample_bytree": 0.6703407860866035,
+    "learning_rate": 0.04044784075626242,
+    "max_depth": 10
+}

models/mhfp6_rf_params.json

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+{
+    "max_depth": 110,
+    "min_samples_leaf": 1,
+    "min_samples_split": 4,
+    "n_estimators": 400
+}

models/mhfp6_xgboost_params.json

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+{
+    "colsample_bytree": 0.20449024647527414,
+    "learning_rate": 0.02711577028203216,
+    "max_depth": 10
+}

models/rdkit_rf_params.json

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+{
+    "max_depth": 110,
+    "min_samples_leaf": 1,
+    "min_samples_split": 2,
+    "n_estimators": 500
+}