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FIX don't learn across datasets until not properly tested
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autosklearn/smbo.py

Lines changed: 3 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -884,8 +884,9 @@ def run_smbo(self, max_iters=1000):
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Y_cfg[:, 0][Y_cfg[:, 0] > 2] = 2
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if len(X_meta) > 0 and len(X_cfg) > 0:
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X_cfg = np.concatenate((X_meta, X_cfg))
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Y_cfg = np.concatenate((Y_meta, Y_cfg))
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pass
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#X_cfg = np.concatenate((X_meta, X_cfg))
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#Y_cfg = np.concatenate((Y_meta, Y_cfg))
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elif len(X_meta) > 0:
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X_cfg = X_meta.copy()
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Y_cfg = Y_meta.copy()

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