Update report

Author: zenalapp

report-example.md

@@ -1,15 +1,19 @@
 ML Results
 ================
-2020-11-13
+2021-01-13
 
-Machine learning algorithms used include: glmnet, rf, rpart2, svmRadial,
-xgbTree. Models were trained with 100 different random partitions of the
-data into training and testing sets using 5-fold cross validation.
+Machine learning algorithms used include: glmnet, rf, rpart2, svmRadial.
+Models were trained with 100 different random partitions of the data
+into training and testing sets using 5-fold cross validation.
 
 ## Model Performance
 
 <img src="figures/performance.png" width="80%" />
 
+## Hyperparameter Performance
+
+<img src="figures/hp_performance_glmnet.png" width="80%" /><img src="figures/hp_performance_rf.png" width="80%" /><img src="figures/hp_performance_rpart2.png" width="80%" /><img src="figures/hp_performance_svmRadial.png" width="80%" />
+
 ## Memory Usage & Runtime
 
 <img src="figures/benchmarks.png" width="80%" />