| Inductive Machine Learning | Deductive Machine Learning | Abductive Machine Learning |
| Learns from a set of instances to draw the conclusion | Derives the conclusion and then improves it based on the previous decisions | It is a Deep Learning technique where conclusions are derived based on various instances |
| Statistical Machine Learning such as KNN (K-nearest neighbor) or SVM (Support Vector Machine) | Machine Learning algorithm using a decision tree | Deep neural networks |
| A ⋀ B ⊢ A → B (Induction) | A ⋀ (A → B) ⊢ B (Deduction) | B ⋀ (A → B) ⊢ A (Abduction) |