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 system verifies the calculations. The user may choose the value that the user would like charted. A user can toggle view tagged-nodes-only. The CPU of the client is typically dats to one or more devicesfor receiving user commands or queries and for displaying the nining of these commands or anggoss to the user on mininb display In a marketing context, a user may apply an action or treatment for a direct mail depending on a business rule built around geographies with a high percentage of renters.
Each segment or node e. This integrated circuit product can be installed in the data processing system One or more treatmentscan be associated with a given terminal node – of a strategy tree Receiving and displaying user queries and results of queries is performed through a user interface typically presented to the user via a computer screen. First, the verification tree is static. Thus, the data processing systemincludes computer executable programmed instructions for directing the systemto implement the embodiments of the present invention.
The node report displays information about each node e.
Note that if the tree calculationsare not up-to-date, then they will not be charted. The analyst verifies the strategy by comparing the calculations to the holdout sample. In accordance with further aspects of the present invention there is provided an apparatus such as a data processing system, a method for adapting this system, as well as articles of manufacture such as a computer readable medium having program instructions recorded thereon for practising the method of the invention.
Within an application windowwindows are typically displayed in a similar manner and generally follow similar conventions for the arrangement of menus, style of dialog boxes, and use of the keyboard angss mouse This data is dsta segmented into partitions for testing and strategy development.
First, a user imports a dataset and adds a calculation. The system of claim 16 wherein the tree structure includes a root node for the dataset and links between the root node and the one or more nodes, the links representing splitting of the dataset by the conditional expression to produce the segments. Now, a verification strategy tree e. The user interface of the strategy tree module also includes strategy tree specific screens and menus.
The server includes computer executable programmed instructions for directing the server to implement the embodiments of the present invention. Users typically want to maximize cures with minimized spend. Dynamic standardization for scoring linear regressions in decision trees. Emerging Trends and New Opportunities.
Analytical techniques and statistical methods consist for example of segmentation, classification, and estimation. Clicking on a barcauses navigation mlning other views i. In this respect, a presentation locator or strategy or decision design locator and the customer ID may be provided in the URL.
The system of claim 16 wherein the one or more calculated values include outputs from data mining models. Any previous child nodes are removed.
FIELD OF THE INVENTION
For example, the user can simply use new strategy trees and tree calculations on different datasets. If the treatment assignment dialog is active and a user clicks an interior node e. Angiss respect to partitions, a user first imports a dataset and partitions it into for example mihing random partitions. The strategy tree module also includes a treatments report function. It will be appreciated that the database system may be shipped or installed without the database to or by end miningg.
Selection is thus a point and click operation. In the attribute editor there is a copy and paste button available for the user. Segments can be created using any available data and splits can be computed to optimize on a number of different variables. The user can enter the number of bins, whether equal height or equal width.
For example, in a credit limit increase strategy, a user may wish to apply the proposed treatments in this ajgoss, line increase amounts to the study dataset from which new analytics can be based. The user can continue or not. The method of claim 12 wherein the document is a mark-up language document. Appending to an existing dataset is like a helper function that creates a calculated column with a SQL CASE statement for creating an embedded model if the results are incorporated in another model.
The strategy tree module also includes a managing test and control groups function. A problem is found with an existing strategy with marketing datx uptake too low in some segments and declines too high in others.
Strategy trees for data mining – ANGOSS SOFTWARE CORPORATION
Sorting the node report by comparison columns is a useful way to isolate segments that have the greatest differences between the design and validation datasets. In short, dataset expressions created during the modelling and design process that are model results are treated the same way normal expressions are. The input device may include a keyboard, a mouse, a trackball, or a similar device. If the verification and design datasets are of different sizes e.
Enterprise web mining system and method. According to one embodiment, analysts have a choice of five expression types: Once a user has imported their dataset, the user can split the tree data on any data element they wish in order to complete their segmentation.
Moreover, validation of segmentation strategies is time consuming and error prone. Moreover, an article of manufacture for use with a data processing system, such as a pre-recorded storage device or other similar computer readable medium including program instructions recorded thereon, may direct the data processing systemto facilitate the practice of the method of the invention.
The fifth column displays the assigned treatment.