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Missing Values in Data Mining

Name: Missing Values in Data Mining
Brand: LAP Lambert Academic Publishing
SKU: 16250771
Price: 32.06 EUR
Availability: InStock
Author: Subhendu Pani
ISBN: 9783659753138

Subhendu Pani

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 16250771

Nakladateľstvo LAP Lambert Academic Publishing, november 2016

The effect of missing values on data classification is studied. A comparative analysis of data class... Celý popis

Libristo kód: 16250771

78 b

32.06 €

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The effect of missing values on data classification is studied. A comparative analysis of data classification accuracy in different scenarios is presented. Several search techniques are considered in the study for feature selection and are applied to pre-process the dataset. The predictive performances of popular classifiers are compared quantitatively. The dataset is drawn from a breast cancer detection-decision context available at UCI machine learning repository. After analysing the experimental results,the work establishes the general concept of improved classification accuracy using missing values replacement.