Question: A B C D E F Unsupervised Learning Supervised Learning Classification Regression Partitional Clustering Hierarchical Clustering You must select all the appropriate choices for the

A

B

C

D

E

F

Unsupervised Learning

Supervised Learning

Classification

Regression

Partitional Clustering

Hierarchical Clustering

You must select all the appropriate choices for the following questions. Justification is must.

  1. We are given a dataset containing the information about houses. House information includes: size of house, number of rooms, size of front gate, and price of house. The task is to predict the price of a new house given the historical information.

Brief Justification of your choices:

  1. We are given a dataset containing the information about different objects. The information about objects includes: size of shape, number of corners, color of object, and price of object. The task is to place the given objects in three groups.

Justification of your choices:

  1. We are given a dataset containing the information about animals (cats and dogs). The dataset contains a large number of images in two categories, namely cats and dogs. The task is to predict the label of a new image as either cat or dog.

Justification of your choices:

  1. We are given a dataset containing the information about animals (cats and dogs). The dataset contains a large number of images in two categories, namely cats and dogs. The task is to predict the label of a new image as either cat or dog.

Justification of your choices:

  1. We are given a dataset containing ATM transactions of a bank. We have to design a method using the given dataset to determine a future transaction as fraudulent or normal.

Brief Justification of your choices:

  1. We are given a dataset of the scores by PSL teams against different opponents in previous years. We have to determine the score of a given team (e.g. Lahore Qalandars) against a given opponent (e.g. Peshawar Zalmi) using this dataset in their next match.

Brief Justification of your choices:

  1. We are given a dataset of PSL players performances against different types of opponents in different conditions. We want to divide the 50 junior cricket players into 5 groups to assign them coaching on their weaknesses.

Brief Justification of your choices:

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