Given the following table, classify all the attributes appearing in the table as binary, discrete or...
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Given the following table, classify all the attributes appearing in the table as binary, discrete or continuous. Also classify them as qualitative (nominal or ordinal) or quantitative (ratio or interval). Justify your answer in each case. Show the normalization (scaling data between 0 and 1) of values in the age attribute column. How can you handle missing values in Age column and Height column? Replace Y and N respectively by 1 and 0 in the first column. Replace M and F respectively by 0 and 1 in the second column. You will get one binay vector each for Smoker attribute and Gender attribute. Find out the similarity measure between these two vectors using Jaccard coefficient. Smoker Gender Age Y Y N Y Y N Y Y N N Y F M F M M M F M M F F 32 34 39 41 25 36 45 31 29 51 38 Height Tall Medium Medium Tall Tall Tall Short Tall Medium Tall Short Marital Status Married Marries Single Single Divorcee Single Married Single Divorcee Single Married Given the following table, classify all the attributes appearing in the table as binary, discrete or continuous. Also classify them as qualitative (nominal or ordinal) or quantitative (ratio or interval). Justify your answer in each case. Show the normalization (scaling data between 0 and 1) of values in the age attribute column. How can you handle missing values in Age column and Height column? Replace Y and N respectively by 1 and 0 in the first column. Replace M and F respectively by 0 and 1 in the second column. You will get one binay vector each for Smoker attribute and Gender attribute. Find out the similarity measure between these two vectors using Jaccard coefficient. Smoker Gender Age Y Y N Y Y N Y Y N N Y F M F M M M F M M F F 32 34 39 41 25 36 45 31 29 51 38 Height Tall Medium Medium Tall Tall Tall Short Tall Medium Tall Short Marital Status Married Marries Single Single Divorcee Single Married Single Divorcee Single Married
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Lets classify the attributes appearing in the table as binary discrete or continuous and as qualitative or quantitative 1 Smoker Binary attribute YN q... View the full answer
Related Book For
Introduction to Data Mining
ISBN: 978-0321321367
1st edition
Authors: Pang Ning Tan, Michael Steinbach, Vipin Kumar
Posted Date:
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