The relationship between crashes and some deficiencies in signaling is analyzed.
The analysis was carried out using rules extracted from decision trees models.
Incomplete removal of road works markings producing the highest crash probability.
No guide sign or in incorrect positions also give rise to high crash probability.
The crash probability increases over 200% when some of these deficiencies appear.