A Prediction Model of Recidivism of Specific Populations Based on Big Data

Table 2

General processing strategy of missing data.

Importance	Miss rate
	Low	High
Low	Simple filling or no processing	Remove the field directly
High	Fill through calculation; estimate through experience or business knowledge	Try to complete from other channels; use other fields to get by calculation; remove the field and mark it in the result