An Optimized Machine Learning and Big Data Approach to Crime Detection

Table 2

Dataset description.

Dataset	Attributes used	Attributes generated
Crime in Los Angeles	(1) Crime code; (2) Date occurred; (3) Time occurred; (4) Location	(1) Predicted probability; (2); (3); (4) Day of week; (5) Fraction of day
San Francisco Crime Dataset	(1) Category; (2) Day of week; (3) Date; (4) Time; (5); (6)	(1) Predicted probability; (2) Fraction of day