Consider the two-class data set shown in the figure below. The dataset consists of 4 distinguishing...

  

Transcribed Image Text:

Consider the two-class data set shown in the figure below. The dataset consists of 4 distinguishing attributes and many more noise attributes. All attributes are binary. A vertical dash represents a '1' for the record on that specific attribute and the absence of a vertical dash represents a 0. Records Attributes Distinguishing Attributes Noise Attributes la 1 A1 A2 B1 82 Class A Class B a) Is there a single attribute in the dataset that can be used to distinguish between Class-A and Class-B? b) Comment on the performance of Decision Trees on this dataset. c) Comment on the performance of naive Baves classifier on this dataset. Activat Go to Set Consider the two-class data set shown in the figure below. The dataset consists of 4 distinguishing attributes and many more noise attributes. All attributes are binary. A vertical dash represents a '1' for the record on that specific attribute and the absence of a vertical dash represents a 0. Records Attributes Distinguishing Attributes Noise Attributes la 1 A1 A2 B1 82 Class A Class B a) Is there a single attribute in the dataset that can be used to distinguish between Class-A and Class-B? b) Comment on the performance of Decision Trees on this dataset. c) Comment on the performance of naive Baves classifier on this dataset. Activat Go to Set

Answer rating: 100% (QA)

Solution we are consists noises given the two class data set attributes of 4 distinguishing a Answ... View the full answer