Revise model performance metrics and conclusions #48

	name: SVM Daily Test

	on:
	push:
	branches: [ main ]
	pull_request:
	branches: [ main ]
	workflow_dispatch:

	jobs:
	build:
	runs-on: ubuntu-latest

	steps:
	- uses: actions/checkout@v4
	with:
	lfs: false

	- uses: actions/setup-python@v5
	with:
	python-version: '3.13'

	- name: Install dependencies
	shell: bash
	run: \|
	if [ -f "Dependencies/requirements.txt" ]; then
	echo "✅ requirements.txt found"
	python -m pip install --upgrade pip
	python -m pip install -r Dependencies/requirements.txt
	pip install papermill
	else
	echo "❌ requirements.txt NOT found"
	exit 1
	fi

	- name: Run SVMDaily notebook
	run: \|
	export PYTHONPATH="$PWD:$PWD/Build:$PYTHONPATH"
	papermill \
	3_OUTPUT/3_svr/SVMDaily.ipynb \
	3_OUTPUT/3_svr/SVMDaily_output.ipynb \
	--kernel python3 \
	--execution-timeout 3600 \
	--cwd "$PWD" \|\| echo "Notebook execution completed with errors"

	- name: Extract results
	if: always()
	run: \|
	export PYTHONPATH="$PWD:$PWD/Build:$PYTHONPATH"
	python Build/extract_results.py \|\| echo "Extraction completed"

	- name: Upload executed notebook
	if: always()
	uses: actions/upload-artifact@v4
	with:
	name: svmdaily-results
	path: \|
	3_OUTPUT/3_svr/SVMDaily_output.ipynb
	Build/model_results.log
	retention-days: 30

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