Update README.md

README.md

@@ -30,6 +30,8 @@ There are two tutorial notebooks:
     trusted = [‘numpy.dtype’]
 )
 ```
+
+
 3. Train_new_model.ipynb
 
    If already have your own manually curated on other species you can use this notebook to create your own model.
@@ -45,7 +47,7 @@ There are two tutorial notebooks:
     imputation_strategies = None, 
     scaling_techniques = None,
     classifiers = None, # Default to Random Forest only. Other classifiers you can try [ "AdaBoostClassifier","GradientBoostingClassifier",
-                                                                # "LogisticRegression","MLPClassifier"]
+                                                                # "LogisticRegression","MLPClassifier","XGBoost","LightGBM", "CatBoost"]
 )
 ```