Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
statistical analysis |
| gptkbp:advantage |
computationally intensive
finds optimal splits |
| gptkbp:application |
marketing
medical research social sciences |
| gptkbp:basedOn |
gptkb:CHAID_algorithm
|
| gptkbp:developedBy |
gptkb:Gordon_V._Kass
|
| gptkbp:feature |
examines all possible splits for each predictor
exhaustive search for best split handles nominal, ordinal, and continuous variables merges categories of predictors non-binary splits uses chi-squared test for splitting |
| https://www.w3.org/2000/01/rdf-schema#label |
Exhaustive CHAID algorithm
|
| gptkbp:input |
categorical data
continuous data |
| gptkbp:output |
gptkb:tree
|
| gptkbp:publicationYear |
1980
|
| gptkbp:publishedIn |
gptkb:Journal_of_Applied_Statistics
|
| gptkbp:relatedTo |
gptkb:C4.5_algorithm
gptkb:ID3_algorithm gptkb:CART_algorithm |
| gptkbp:usedFor |
gptkb:dictionary
regression decision tree construction |
| gptkbp:bfsParent |
gptkb:SPSS_AnswerTree
|
| gptkbp:bfsLayer |
6
|