Kniha Analytical and Statistical Data Mining: Classification Trees Rohit Sachdeva

Analytical and Statistical Data Mining: Classification Trees

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
959
In this book two methods are explored that are used for classification tree to handle large amount o...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2021
Stránek
56
EAN
9786203854022
ISBN
6203854026
Enbook ID
36733997
Hmotnost
102
Rozměry
150 x 220 x 3

Kompletní popis

In this book two methods are explored that are used for classification tree to handle large amount of data. In the first method to mine large data sets, a single training data set is be broken into n subsets. A classification tree will be learned from each of these n subsets in parallel. Rules are then be generated from the classification trees. These rules are combined into one rule set. Then the final set of rules are used to classify future unseen data. In the second method, post process the mined information from classification tree in order to extract actions to change the status of classified groups (e.g. customers) from an undesired status (such as attritors) to a desired one (such as loyal).

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