What is the difference between inductive machine learning and deductive machine learning?

devquora
devquora

Posted On: Feb 22, 2018

 

Inductive Machine LearningDeductive Machine Learning
Observe and learn from the set of instances and then draw the conclusionDerives conclusion and then work on it based on the previous decision
It is Statistical machine learning like KNN (K-nearest neighbour) or SVM (Support Vector Machine)Machine learning algorithm to deductive reasoning using a decision tree
A ⋀ B ⊢ A → B (Induction)A ⋀ (A → B) ⊢ B (Deduction)

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