Minimum support

At each step, elements with a minimum support less than the threshold that you define, will be pruned and consequently it’s subgraph will be removed. Support determines how often a rule is applicable to a given data set

Minimum confidence

Elements with a minimum confidence less than the threshold that you define, will be pruned and consequently it’s subgraph will be removed. Confidence determines how frequently items in Y appear in transactions that contain X