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Features, Labels, and Training Examples
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Computer Science
HSCS.222 Features, Labels, and Training Examples
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A city service model predicts whether a pothole report is high priority when it first arrives. Columns include report_text, road_type, photo_damage_score, crew_repair_notes_after_visit, and high_priority_label. Which role assignment is best?
A
Features: crew_repair_notes_after_visit and high_priority_label; Label: report_text; Exclude road type.
B
Features: report_text, road_type, and photo_damage_score; Label: high_priority_label; Exclude: crew_repair_notes_after_visit.
C
Features: high_priority_label only; Label: photo_damage_score; Exclude report text.
D
Features: all columns; Label: crew_repair_notes_after_visit; Exclude none.
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