Index
- a priori algorithm
- association rules
- minimum confidence
- Modeler results
- one antecedent
- two antecedents
- two-step process
- frequent itemsets
- association rules
- ADABoost algorithm
- final boosted classifier
- initial base classifier
- original dataset
- second base classifier
- third base classifier
- adjusted cost matrix
- bank loan
- equivalent cost
- false negative cost
- false positive cost
- retailer cost
- analysis of variance (ANOVA)
- Minitab results
- MSTR
- multiple regression model
- R code
- sample mean age
- sum of squares
- artificial neuron model
- association rules
- a priori property (see a priori algorithm)
- affinity analysis
- antecedent and consequent
- business and research
- categorical data
- confidence and support
- frequent itemsets
- J-measure
- lift ratio
- market basket analysis
- patterns and models
- R code
- strong rules
- supervised/unsupervised learning
- worst case scenario
- attribute-relation file format (ARFF) file
- back-propagation algorithm
- cross validation termination
- downstream node
- error propagation
- learning rate
- momentum term
- squared prediction error
- upstream node
- bagging model
- algorithm for
- bootstrap samples
- vs. CART model
- prediction method
- R code
- stable/unstable classification
- balanced iterative reducing and clustering using hierarchies (BIRCH) clustering
- bank loans data set
- cost matrix
- data sorting
- No Interest model
- With Interest model
- CF/CF tree
- Additivity Theorem
- algorithm
- building process
- clustering sub-clusters
- definition
- one-dimensional toy data set
- radius
- tree structure
- Modeler's ...
- bank loans data set
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