From a4120981959e829c233c5a804a986d353d19108d Mon Sep 17 00:00:00 2001 From: "tupeo31072002@gmail.com" Date: Sat, 7 Oct 2023 11:14:33 +0700 Subject: [PATCH] modify forest depth --- .github/workflows/cml.yaml | 19 +++++++++++++++++++ train.py | 2 +- 2 files changed, 20 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/cml.yaml diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml new file mode 100644 index 000000000..30e129243 --- /dev/null +++ b/.github/workflows/cml.yaml @@ -0,0 +1,19 @@ +name: CML +on: [push] +jobs: + train-and-report: + runs-on: ubuntu-latest + container: docker://ghcr.io/iterative/cml:0-dvc2-base1 + steps: + - uses: actions/checkout@v3 + - name: Train model + env: + REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + pip install -r requirements.txt + python train.py # generate plot.png + + # Create CML report + cat metrics.txt >> report.md + echo '![](./plot.png "Confusion Matrix")' >> report.md + cml comment create report.md \ No newline at end of file diff --git a/train.py b/train.py index 415d9a9f9..f44634667 100644 --- a/train.py +++ b/train.py @@ -12,7 +12,7 @@ y_test = np.genfromtxt("data/test_labels.csv") # Fit a model -depth = 2 +depth = 5 clf = RandomForestClassifier(max_depth=depth) clf.fit(X_train, y_train)