Question:

Consider the following figures representing datasets consisting of two-dimensional features with two classes denoted by circles and squares.

Which of the following is/are TRUE ?

Updated On: Jul 9, 2024

(i) is linearly separable.
(ii) is linearly separable.
(iii) is linearly separable.
(iv) is linearly separable.

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The Correct Option is A, D

Solution and Explanation

The correct option is (A) : (i) is linearly separable and (D) : (iv) is linearly separable.

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Top Questions on Data Warehouse Modeling

Details of ten international cricket games between two teams "Green" and "Blue" are given in Table C. This table consists of matches played on different pitches, across formats along with their winners. The attribute Pitch can take one of two values: spin-friendly (represented as S) or pace-friendly (represented as F). The attribute Format can take one of two values: one-day match (represented as 0) or test match (represented as T).
A cricket organization would like to use the information given in Table C to develop a decision-tree model to predict outcomes of future games between these two teams.
To develop such a model, the computed InformationGain(C, Pitch) with respect to the Target is ______ (rounded off to two decimal places).
Table C
Match Number Pitch Format Winner (Target)
1 S T Green
2 S T Blue
3 F O Blue
4 S O Blue
5 F T Green
6 F O Blue
7 S O Green
8 F T Blue
9 F O Blue
10 S O Green
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