WARNING:
JavaScript is turned OFF. None of the links on this concept map will
work until it is reactivated.
If you need help turning JavaScript On, click here.
This Concept Map, created with IHMC CmapTools, has information related to: Classification and ClusteringTechniques_in_Customer_ASpect, Classification achieved by Case-based reasoning (CBR) and Genetic Algorithm (GA), Clustering achieved by Neural network and genetic algorithm, Support Vector Machine (SVM) (Context: UCI database) SMV > ANN > NB > LR > C4.5 (Context: Home telecommunication) ANN > SMV > LR > NB > C4.5 Sensitivity (hit rate) of churn prediction, Group customer transactions achieved by Clustering, Manage customer relations consists of Customer retention, Keep loyal customers achieved by Predict cutomer defection (churn), Decision tree C4.5 (Context: wireless industry) SVM > NB > ANN > C4.5 Accuracy of churn prediction, Decision tree C4.5 (Context: UCI database) SMV > ANN > NB > LR > C4.5 (Context: Home telecommunication) ANN > SMV > LR > NB > C4.5 Sensitivity (hit rate) of churn prediction, Classification achieved by Logistic regression, Customer retention achieved by To have one to one marketing, Predict cutomer defection (churn) Sensitivity (hit rate) of churn prediction, Clustering achieved by Self-organizing map, logistic longitudinal regression model + Accuracy of churn prediction, To have one to one marketing achieved by Mine Web usage, Predict customer purchasing behaviour achieved by Classification, Naive bayesian classifiers (Context: UCI database ) SMV > ANN > NB > LR > C4.5 (Context: Home telecommunication) SMV > LR > ANN > NB > C4.5 Accuracy of churn prediction, Artificial Neural Networks (Context: wireless industry) SVM > NB > ANN > C4.5 Accuracy of churn prediction, Predict cutomer defection (churn) achieved by Classification, Decision tree C4.5 (Context: UCI database ) SMV > ANN > NB > LR > C4.5 (Context: Home telecommunication) SMV > LR > ANN > NB > C4.5 Accuracy of churn prediction, Customer attraction achieved by To have direct marketing