Showing posts with label Difference between Data Mining and Machine Learning. Show all posts
Showing posts with label Difference between Data Mining and Machine Learning. Show all posts

Tuesday, 20 May 2014

Difference Between Data Mining and Machine Learning


Parameter
Data Mining
Machine Learning
Definition
Data mining is a process to extract information from a data set and transform it into an understandable structure for further use.
It is a Technique that concerns the construction and study of systems that can learn from data.
Focus
It focuses on the discovery of unknown properties in the data.
It focuses on prediction, based on known properties learned from training data.
Database Size
It is an automatic or semi-automatic analysis that is performed on large quantities of data.
It is generally performed on small databases to increase accuracy.
Types
Association Rules
Classification
Clustering
Sequential Patterns
Sequence Similarity
Supervised
Un Supervised
Reinforcement