question archive What are the different types of data mining models?

What are the different types of data mining models?

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What are the different types of data mining models?

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There are two main data mining models types.

1. Descriptive Data mining Model:----------
This term is basically used to produce correlation, cross-tabulation, frequency etc. These technologies are used to determine the similarities in the data and to find existing patterns. One more application of descriptive analysis is to develop the captivating subgroups in the major part of the data available.
This analytics emphasis on the summarization and transformation of the data into meaningful information for reporting and monitoring.

Predictive Data mining Model:--------
The main goal of this mining is to say something about future results not of current behaviour. It uses the supervised learning functions which are used to predict the target value. The methods come under this type of mining category are called classification, time-series analysis and regression. Modelling of data is the necessity of the predictive analysis, and it works by utilizing a few variables of the present to predict the future not known data values for other variables.