Construct baseline model for training and evaluating models using ML Tools.
Tools, Equipment and Materials:
1 Windows PC with Python editor, Python compiler, MSOffice installed, Web Browser.
You have to construct and test a ML (Machine Learning) model.
1 Browse to kaggle.com website to search for ‘binary categorical data’ where the target is a binary value.
2 Choose and download one of the listed datasets from the search results to predict the binary target.
3 Write a script to cleanse the downloaded datasets for the following from at least one of the columns:
a. Invalid data
b. Null values
c. Unknown values
4 Choose and convert one of the categorical column data to numeric values.
5 Create datasets from csv files using the required features and target.
6 Choose between supervised and unsupervised method for machine learning for the downloaded dataset.
7 Choose an appropriate machine learning algorithm to predict the binary target.
8 Build the model using the dataset and specify the appropriate parameters for the algorithm chosen in Step 7.
9 Select training data and test data from the dataset.
10 Train the machine learning model using the selected algorithm and dataset.
11 Use the test data selected in Step 9 to evaluate the model.
12 Demonstrate the results using the following parameters.
a. Accuracy of prediction
b. False Positives
c. False Negatives
d. True Positives
e. True Negatives
CS 340 Milestone One Guidelines and Rubric Overview: For this assignment, you will implement the fundamental operations of create, read, update,
Retail Transaction Programming Project Project Requirements: Develop a program to emulate a purchase transaction at a retail store. This
7COM1028 Secure Systems Programming Referral Coursework: Secure
Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip
CS 340 Final Project Guidelines and Rubric Overview The final project will encompass developing a web service using a software stack and impleme