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 first step also allows a user to select a strategy tree e. Automated model building and evaluation for data mining system.
The same effect can be accomplished by ignoring the variable in the attribute editor. 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 dsta method of the invention.
These functions are accomplished by comparing node calculations e. A user can store multiple tree structures in the clipboard. System and method for data flow analysis of complex data filters. This data carrier product can be loaded into and run by the data processing system The method of claim 1 and further comprising accessing information required for determining the segments, calculated values, and responses using one or more of a customer attribute included in the request and a function of the customer attribute.
Prior to executing the strategy tree minijg functionality of the moduledata preparation, profiling, and predictive modeling can be completed by the data mining system. In the third step i.
Angoss – Wikipedia
A list of datasets in the current project is provided in a drop down menu, or the user can elect to choose an external data source. Now, with respect to specific functionality of the strategy tree module kining, first, the strategy tree module includes an insert strategy tree function.
The user must map the field names of the verification source to the field names of the model. The treatment that was assigned to the resulting terminal is written to the strategy scoring output file. With respect to the customer ID, if it is not provided, then all attributes are required to make the decision must be passed as name value pairs. Alternatively, the programmed instructions may be embodied on a computer readable medium such as a CD disk or floppy disk which may be used for transporting the programmed instructions to the memory of the data processing system Next, the user is presented with a list of treatments found in the tree.
Computer-executable method for improving understanding of business data by interactive rule manipulation.
Strategy trees for data mining – ANGOSS SOFTWARE CORPORATION
A SumoBrain Solutions Company. At a later date, verification can occur to determine whether the treatmentsare resulting in the desired performance metrics. If the data is too large, standard import sampling may be used.
The system updates the expression embedded in the model to the new version as part of the training process. The servlet may support the following query strings: The programmed instructions may be embodied in one or more hardware or software modules resident in the memory of the data processing system For example, in a credit limit increase strategy, a user may wish to apply the proposed treatments in this example, line increase amounts to the study dataset from which new analytics can be based.
An optional slider with multiple thumbs may also be used to adjust the splits. This is because treatments are not generally allowed on interior nodes, although they may be. This is described in more detail below with respect to the strategy tree deployment function.
The dataset editor may make use of the expression editor shown in FIG. The following are two case examples illustrating the use of the strategy tree module The method of claim 1 wherein the conditional, calculation, and treatment expressions include at least one of logical operators and mathematical operators. However, they may also be displayed in vertical mode.
A line from all of the joined nodes to the joined node is displayed. The user can also generate the SQL, copy it to the clipboard, and cancel the wizard. Once the results are in, users compare how well the strategy-selected treatments are performing versus the randomly selected control group.
FIELD OF THE INVENTION
Note that if the tree calculationsare not up-to-date, minin they will not be charted. With respect to the test strategy capability, according to one embodiment the following functions are provided: In the first step of the strategy tree verification wizard i. The method of claim 1 wherein the one dsta more calculated values include outputs from data mining models. A user can right click delete a thumb to group the adjacent rows.