Unlock instant, AI-driven research and patent intelligence for your innovation.

Drill-through queries from data mining model content

A data and model technology, applied in the field of data mining, which can solve problems that are not extensible or general.

Inactive Publication Date: 2011-08-17
MICROSOFT TECH LICENSING LLC
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Such access is not scalable or general

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Drill-through queries from data mining model content
  • Drill-through queries from data mining model content
  • Drill-through queries from data mining model content

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0021] overview

[0022] The present invention provides a drill-through feature that provides extensive drill-down into mining model source data from a trained mining model. In order to enable users or application programs to obtain model content information on a given node of the model, a general function is provided in one embodiment, through which the user can specify the node of the model and data set, and return the model and Instances in the nodes of the dataset.

[0023] Exemplary Computing Environment

[0024] figure 2 An example of a suitable computing system environment 100 in which the invention may be implemented is illustrated. Computing system environment 100 is only one example of a suitable computing environment and is not intended to limit the scope of use or functionality of the invention. Neither should the computing system 100 be interpreted as having any dependency or requirement relating to any one or combination of components described in the ex...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

A drill-through feature is provided which provides a universal drill-through to mining model source data from a trained mining model. In order for a user or application to obtain model content information on a given node of a model, a universal function is provided whereby the user specifies the node for a model and data set, and the cases underlying that node for that model and data set are returned. A sampling of underlying cases may be provided, where only a sampling of the cases represented in the node is requested.

Description

technical field [0001] The present invention relates generally to the field of data mining. In particular, the invention relates to providing drill-through features of source data from computational models. Background technique [0002] Data mining is the detection and analysis of large amounts of data with the aim of discovering relationships, patterns, and trends in the data. Data mining can also be used to create models that can be used to predict future data or classify existing data. [0003] For example, businesses can collect a great deal of information about their customers. This information may include purchasing information and any other information available to the customer. Predictions from models associated with customer data can be used to control churn, perform credit risk management, detect fraud, or make sales decisions. [0004] Smart cross-selling support is available. For example, data mining functions may be used to suggest items that may be of inte...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06E1/00G06F17/20G06E3/00G06F17/00G06F15/18G06F19/00G06F17/30G06G7/00G06F40/00
CPCG06F17/30539G06F17/30398G06F17/30395G06F16/2425G06F16/2428G06F16/2465
Inventor P·金C·J·麦克勒南唐朝晖R·埃耶
Owner MICROSOFT TECH LICENSING LLC