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Questions 5 Image Classification Problems The folder contains 11 subfolders of different hand sign images namely a,b,c,d,e,i,m,n,s,x, and y. Use the image data in the directory to train a machine-learning hand sign classifier and a neutral networker hand sign classifier. Both the model's test data F1 score must be at least 0.9. Screen capture
Questions 4 Topics Classification from the text Given a dataset named "topics_dataset.tab" which includes sentences and corresponding labels indicating the topic of each sentence, complete the following tasks: Format the text dataset into the Bag of Words using Python's Orange library. Then, use the data to train Logistic Regression classifiers
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Question 3 Prediction of insurance price using Regression models A health insurance company has provided you with data about their customers and the amount of insurance paid for each customer. Your task is to develop a machine learning application that can predict the potential insurance amount for new customers. Here is a sample of some portio
Question 2 Classification of Notes authenticity You are given a dataset, Mobiledata.csv, which contains features of the phone and their price range. The price range is indicated by the numbers 0,1,2, or 3. Your task is to train a classifier that can accurately detect a mobile phone's price range. You are required to: Develop a Python Orange
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Question 1 Clustering of templates of different shapes Below are images of a pool of different logos. Apply the best algorithm in Python's Orange library to group together images that share similar features. Describe how the clustering algorithm used in Step a) is able to group images with similar features into the same cluster. Describe 2
BSS020C126S - INTRODUCTION TO HUMAN DISEASE COURSEWORK GUIDELINES Summarise the trends in incidence and/or mortality over the past 10 years for ONE specific infective or non-infective disease (i.e. tuberculosis, melanoma, Alzheimer's, diabetes, etc.). Discuss the factors responsible for any trends in incidence/mortality observed for this specific
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Subpart one: You will be assigned one medical device from the list according to your register number, write a report includes the 3 sections: 1. Description of the devices In your own words, summarize the purpose and use of the devices. Include pictures and diagrams where necessary to aid your description. Focus for this part should be on the foll
Question 3 Implement a class Course for managing the registration of student for the class. You need to implement the following sets of of methods for managing the registration of the student. (50 marks) - The name of the course. - The students who take the course. - The number of students (default: 0). - Creates a Course with the specified name
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Question 2 (a) Write an application that prompts you to enter the number of rows and outputs an isosceles triangle of asterisks as shown below: (b) Design an algorithm that will prompt for and receive your age in years and months and calculate and display your age in months. If the calculated months figure is more than 500, three asterisks shoul
Question 1 Write a program that checks whether a string is a strong password or weak password. The password rule is as follows: (20 Marks) - A password must have at least eight characters. - A password consists of only letters and digits. - A password must contain at least two digits. Write a program that prompts the user to enter a password and d
