regression
RSS regressionInductive Logic Programming for Data Mining in Economics
White Paper The use of ILP systems in regression tasks has been far less successful. This paper proposes improvements in numerical reasoning capabilities of ILP systems for dealing with regression tasks. This paper... [01 Oct 2008]
Optimization Driven Data Mining and Credit Scoring
White Paper Classification and regression trees are standard techniques used in data mining to deal with collections of objects in which the objects have large numbers of attributes. This paper has considered a class of problems... [01 Oct 2008]
Learning to Predict Forest Fires With Different Data Mining Techniques
White Paper On these datasets they applied logistic regression and decision trees (J48), as well as random forests, bagging and boosting of decision trees, in order to obtain predictive models of fire occurrence. [01 Oct 2008]
Lithium Battery Analysis: Probability of Failure Assessment Using Logistic Regression
White Paper Fourteen-hundred rows by 53 columns of vendor cell acceptance data were processed though Logistic Regression using SAS Enterprise Miner (EM) to find any significant correlation between 52 test output parameters... [19 Sep 2008]
Using Regression Diagnostics and Clustering Criteria to Uncover ID Errors
White Paper In a large observational study, key patient information was not always recorded accurately at every visit, including the patient identification number, the site, and the date of the visit. Because of the nature of the study, some... [19 Sep 2008]
Count Data Models in SAS
White Paper Poisson regression has been widely used to model count data. While Negative binomial regression is able to model count data with over-dispersion, both Hurdle (Mullahy, 1986) and Zero-inflated (Lambert,... [19 Sep 2008]
Data Mining Application of Non-Linear Mixed Modeling in Water Quality Analysis
White Paper In regression analysis, non-linearity in fixed and random effects can adversely affect efficiency of regression parameter estimates. Successful non-linear time series modeling would improve... [19 Sep 2008]
Application of Data Mining to Optimize Settings for Generator Tripping and Load Shedding System (RPTC) in Emergency Control at Hydro-Quebec
White Paper Data mining techniques like Decision Trees (DT) and Regression Trees (RT) have been used. This paper describes the on-going work done by Hydro-Quebec to optimize the settings of automatic devices installed in its main... [19 Sep 2008]
Using Text Mining to Classify Lay Requests to a Medical Expert Forum and to Prepare Semiautomatic Answers
White Paper The paper trained logistic regression models with high precision and recall. The paper developed a scoring procedure to automatically classify lay requests to an internet medical forum about involuntary childlessness. [19 Sep 2008]
Borland Software Case Study: Pivot
White Paper Specifically, Pivot chose Borland SilkTest for automated regression and functional software testing, and Borland SilkCentral Test Manager for software test management. Pivot is an inter-enterprise performance network... [04 Aug 2008]
Feature Deduction and Ensemble Design of Intrusion Detection Systems
White Paper This paper investigated the performance of two feature selection algorithms involving Bayesian Networks (BN) and Classification and Regression Trees CART) and an ensemble of BN and CART. Current Intrusion Detection... [09 Jul 2008]
Intrusion Detection Systems Using Adaptive Regression Splines
White Paper This paper reports a performance analysis between Multivariate Adaptive Regression Splines (MARS), neural networks and support vector machines. The MARS procedure builds flexible regression models by... [09 Jul 2008]
A Bayesian Approach to Bandwidth Selection for Multivariate Kernel Regression With an Application to State-Price Density Estimation
White Paper Multivariate kernel regression is an important tool for investigating the relationship between a response and a set of explanatory variables. It is generally accepted that the performance of a kernel... [08 Jul 2008]
Corporate Express Cuts Testing Time From Weeks to Days by Automating Test With IBM Rational Robot
White Paper As the testers at Corporate Express can attest, manual regression testing is a tedious, time-consuming and error-prone task. Now, testing times have been cut by over 75 percent, and the team knows that each... [03 Jul 2008]
Workers' Skill Level and Information Technology: A Censored Regression Model
White Paper This paper analyses the link between educational qualification structure and information technology (IT) in the service production process. The analysis is based on 1996 cross-sectional data for approximately 1,000 West German firms. [03 Jul 2008]
