CS725 Assignment 4 Solution and Discussion

zareen — Invalid Date

CS725 Assignment 1 Solution and Discussion

zareen — Invalid Date

Solution Manual-DM: Question# 01 Solution: (30pts) [image: orhJAZG.png] [image: KioPsjj.png] [image: CoNOlMx.png] [image: N4iXyeV.png] [image: VvzXtZe.png] [image: ttPygh6.png] [image: WoDIRR6.png]

CS725 Assignment 3 Solution and Discussion

zareen — Invalid Date

Fall 2019 Data Mining Virtual university of Pakistan
Data Mining (CS725)
Assignment # 01 Total Points: 50
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Due Date: January 16th, 2020
1

Fall 2019 Data Mining
Virtual university of Pakistan
Question# 01
Consider the following dataset mentioned below:
(10pts)

Actual	Predicted
		Yes	No
	Yes	70	30
No	40	60

Now calculate the following:
i. Sensitivity
ii. Specificity
iii. Error rate
Question# 02
(40pts)
Consider the following class-labeled training tuples from the weather forecast dataset mentioned below:

a) Calculate the Gain for every mentioned attribute and identify which attribute will be chosen for splitting?
b) Compute the Gini index for the overall collection of training dataset

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