First Order Inductive Learner - Algorithm

Algorithm

The FOIL algorithm is as follows:

Input List of examples

Output Rule in first-order predicate logic

FOIL(Examples)

Let Pos be the positive examples

Let Pred be the predicate to be learned

Until Pos is empty do:

Let Neg be the negative examples

Set Body to empty

Call LearnClauseBody

Add Pred ← Body to the rule

Remove from Pos all examples which satisfy Body

Procedure LearnClauseBody

Until Neg is empty do:

Choose a literal L

Conjoin L to Body

Remove from Neg examples that do not satisfy L