CS614 assignment 3 solution 2021

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CS614 assignment 3 solution 2021
CS614 assignment 3 solution 2021

CS614 assignment 3 solution 2021

Aslam u alaikum dear students please download solution file from link which is available at the end of page. Thanks

Question 1(Marks 15)

Classification is a very important method or technique of data mining where the classification model is constructed through the help association rules extracted from the training dataset.

Check, cs601 assignment 3 solution 2021

Judge the below training dataset containing the customers’ data of a bank. The column Last_Transaction consists the number of days when active customers have made their last transactions.

 

GenderAgeLast_TransactionLoyalty
Male6498YES
Male35125NO
Female2550YES
Male3950YES
Male4590NO
Female42165YES
Male2125NO
Male4828YES
Female55110YES
Male58120YES

 

On the basis of the available training dataset which is given below, the following association rules represent for the classification model.

IF Gender is equal (=) Female THEN  Loyalty = YES

ELSE

IF Age is greater than (>)  55 THEN Loyalty = YES

ELSE

IF  Age  is less than (<) 30 THEN Loyalty = NO

ELSE

IF LastTransaction is less than < 60 THEN Loyalty = YES

ELSE Loyalty = NO

 Also See: CS507 assignment 3 solution 2021

Here you will require to identify the class for the following customers.

 

GenderAgeLast_TransactionLoyalty
Male2015No
Male4941No
Male6875Yes
Female29128Yes
Male5385Yes

 

Note:  You Only require to write YES and NO in the Loyalty column

 

 

Question 2 (Marks 05)

Data Mining consists of  two types of learning’s which are  known as supervised learning and un-supervised learning. In the table given some data mining techniques or algorithms are given. You are required to only search and study about them and you require to identify their proper type.

Also See: sta304 assignment 1 solution 2021

 

Sr No.Techniques/AlgorithmsType (Supervised/Un-supervised)
1ClassificationSupervised
2Support Vector Machine (SVM)Supervised
3RegressionSupervised
4K-meansSupervised
5K- nearest neighbor (K-NN)Supervised

cs614 assignment 3 solution 2021 forstudy.info

CS614 assignment 3 solution 2021

 

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