Categories

Oct 3, 2019 in Artificial Intelligence

Q: What is the difference between inductive, deductive, and abductive Machine Learning?

1 Answer

Oct 4, 2019

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)

Click here to read more about Artificial Intelligence
Click here to read more about Insurance

Related questions

Madanswer
Oct 9, 2019 in Vue.JS
Aug 29, 2019 in Artificial Intelligence
Oct 1, 2019 in Artificial Intelligence
...