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27 jan 2021 · Ordinal attribute: distinctness order – Interval attribute: distinctness, order meaningful differences – Ratio attribute: all 4 properties/

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Four different types of scales exist: nominal, ordinal, interval and ratio Nominal scale: Here the categories of variables differ in name only, not in value They

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Attributes Objects Data Mining Lecture 2 4 Attribute Values • Attribute values Ordinal The values of an ordinal attribute provide enough information to order

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Classification algorithms map a set of attribute values to a categorical target value, represented by a class attribute Practical applications of machine learning

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an attribute? Nominal, ordinal, interval, ratio ARFF, attributes, missing values , getting to know data Can predict any attribute's value, not just the class, and

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There are different types of attributes – Nominal:Examples: ID numbers, eye color, zip codes – Ordinal: Examples: rankings (e g , taste of potato chips on a

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clude nominal attributes, binary attributes, ordinal attributes, and numeric An ordinal attribute is an attribute whose possible values have a meaningful order or

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Standard practice in affective computing involves absolute annotation Categorical labels (e g , hap- piness and anger) or attribute descriptors (e g , arousal and

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[PDF] [PDF] Data Mining - Computer Science & Engineering User Home Pages