diff --git a/params.yaml b/params.yaml
index 306c6d9..db5cfe1 100644
--- a/params.yaml
+++ b/params.yaml
@@ -4,11 +4,11 @@ prepare:
   seed: 2021
 
 featurize:
-  max_features: 1000
-  ngrams: 3
+  max_features: 1500
+  ngrams: 2
 
 
 train:
   seed: 2021
-  n_est: 100
-  min_split: 10
+  n_est: 90
+  min_split: 15