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7 changes: 3 additions & 4 deletions machine_learning/decision_tree.py
Original file line number Diff line number Diff line change
Expand Up @@ -146,14 +146,13 @@ def predict(self, x):
"""
if self.prediction is not None:
return self.prediction
elif self.left or self.right is not None:
elif self.left is not None and self.right is not None:
if x >= self.decision_boundary:
return self.right.predict(x)
else:
return self.left.predict(x)
else:
print("Error: Decision tree not yet trained")
return None
raise ValueError("Decision tree not yet trained")


class TestDecisionTree:
Expand Down Expand Up @@ -201,4 +200,4 @@ def main():
main()
import doctest

doctest.testmod(name="mean_squarred_error", verbose=True)
doctest.testmod(name="mean_squared_error", verbose=True)