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Update experiments/ml/train.py

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Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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Daniel Alves Rösel
2025-12-12 12:55:52 +01:00
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parent 48cf50db32
commit 18bd11c09f
1 changed files with 1 additions and 1 deletions
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experiments/ml/train.py
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@@ -83,7 +83,7 @@ def train(data_path=None, model_type='xgboost', test_size=0.2, random_state=42,
# class distribution # class distribution
n_agents = y.sum() n_agents = y.sum()
n_humans = (y == 0).sum() n_humans = (y == 0).sum()
logger.info(f"Class distribution: {n_humans} humans, {n_agents} agents (ratio {n_humans/n_agents:.2f})") logger.info(f"Class distribution: {n_humans} humans, {n_agents} agents" + (f" (ratio {n_humans / n_agents:.2f})" if n_agents > 0 else ""))
# train/test split with stratification # train/test split with stratification
X_train, X_test, y_train, y_test = train_test_split( X_train, X_test, y_train, y_test = train_test_split(