diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
new file mode 100644
index 000000000..71b1e0477
--- /dev/null
+++ b/.github/workflows/cml.yaml
@@ -0,0 +1,18 @@
+name: model-training
+on: [push]
+jobs: 
+  run:
+    runs-on: [ubuntu-latest]
+    container: docker://dvcorg/cml-py3:latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: cml_run
+        env:
+          repo_token: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          python train.py
+
+          cat metrics.txt >> report.md
+          cml-publish confusion_matrix.png --md >> report.md
+          cml-send-comment report.md
diff --git a/train.py b/train.py
index f7ea25d3a..b7ae23ad0 100644
--- a/train.py
+++ b/train.py
@@ -13,7 +13,7 @@
 
 
 # Fit a model
-depth = 2
+depth = 5
 clf = RandomForestClassifier(max_depth=depth)
 clf.fit(X_train,y_train)