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Experiment #296

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Experiment #296

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e587aa4
Modify forest depth
vijaysamula Jan 3, 2023
5e6431f
Modify forest depth 10
vijaysamula Jan 3, 2023
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19 changes: 19 additions & 0 deletions .github/workflows/cml.yaml
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Original file line number Diff line number Diff line change
@@ -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
2 changes: 1 addition & 1 deletion train.py
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Expand Up @@ -12,7 +12,7 @@
y_test = np.genfromtxt("data/test_labels.csv")

# Fit a model
depth = 2
depth = 10
clf = RandomForestClassifier(max_depth=depth)
clf.fit(X_train, y_train)

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