KnowledgeSTUDIO provides you with advanced data mining and predictive analytics capabilities for all phases of the model development and deployment cycle. Angoss Software Corporation, headquartered in Toronto, Ontario, Canada, with offices in the KnowledgeSTUDIO is a data mining and predictive analytics suite for the model development and deployment cycle. Its features include data. Angoss provides data mining software and services designed to aid in business decision-making. The company’s applicatins are used to track and manage data .
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The CPU of the client is typically coupled to one or more devicesfor receiving user commands or queries and for displaying the results of minning commands or queries to the user on a display A color binding for each node calculation as a one color option is also supported.
Strategy trees for data mining – ANGOSS SOFTWARE CORPORATION
While this invention is primarily discussed as a method, a person of ordinary skill in the art will understand dtaa the apparatus discussed above with reference to a data processing system, may be programmed to enable the practice of the method of the invention. According to one embodiment, at the bottom of the strategy node reportthere is a table that summarizes each of the treatments This action can also be done by double clicking the row.
Thus, with the strategy tree module dats, a marketer defines segments in their dataset utilizing user-friendly trees, and determines various performance metrics and strategies for subsets or sub-segments of the target market.
Strategy trees may have local dependent variables but do not require one. The tree attribute can be copied from one tree and pasted into another tree to inherit the attribute. In this case, an application such as a customer facing web site or an in-bound call center application can call a data mining system server to score a strategy model and compute a treatment on an on-demand, real-time basis.
Each interior node is coloured proportionally based on the distribution of the treatments in its children. The first step prompts for the dataset. The strategy tree module also includes a verification strategy tree node report function.
Treatment selections are saved and automatically displayed when the tree is re-opened. Information and Software Technology The user creates a decision tree.
Angoss – Wikipedia
However, the strategy tree module allows a user to formulate the necessary business rules and model cutoff points to take action. When a user creates a model and uses an input that is the result of another model, the model required to compute the input is copied and stored within the new model being created. Treatment The treatment as entered when assigning treatments. Of course, the data processing systemmay contain additional software and datw a description of which is not necessary for understanding the invention.
The system of claim 27 wherein the document is a dats language document. If the names match, the user simply selects a next command to proceed. With this function, trees have the ability to display an arbitrary aggregation computation on a node.
Angsos particular, decision trees are used for analysis of dara structures to reveal relationships and patterns the purpose of which is to apply analytical techniques and statistical methods to reveal these relationships and patterns—expressed as models or scores.
Of course, the strategy view may be created and managed otherwise. The first step also allows a user to select a strategy tree e. Note that the weights may also be re-computed automatically. All of the tree calculations are displayed in the treatment report. If the user responds positively, the same modifications are made to the child datasets.
FIELD OF THE INVENTION
The user creates a predictive model or tree. At stepthe segments are displayed as nodesin a tree structure on the display screen Should a loan be approved? And, the help menu may have selections including: Strategy scoring is the process of computing a treatment based on the rules and treatment assignments created by the strategy author.
These data elements can include things like demographic information, account information, previous transaction history, or predictive scores e. The strategy tree module also includes a strategy scoring or list generation function. These example cases show how the strategy tree module provides a credit organization with defined segments, mihing user-friendly treesand determines various performance metrics and strategies for subsets of the target market. Each node calculationis displayed as a choice mniing plot.
The first example relates to a marketing campaign. The user can choose to proceed or abort.
United States Patent Integrating campaign management and data mining. The dataset that the verification tree was created from is used to compute anboss design statistics. These functions are accomplished by comparing node calculations e.