it2021123 / simple-clasification-model Goto Github PK
View Code? Open in Web Editor NEWThis project involves training a machine learning model to predict whether a user will make a purchase at an online store, using data from user sessions.
This project involves training a machine learning model to predict whether a user will make a purchase at an online store, using data from user sessions.
Project Description Online Store Purchase Prediction This project involves training a machine learning model to predict whether a user will make a purchase at an online store, using data from user sessions. The data comes from a dataset published in 2019 and includes features related to user behavior during their sessions at the store. The target variable is the "Revenue" column, which indicates whether the user made a purchase or not. Objectives Prepare and normalize the dataset Train a logistic regression model Evaluate the model's performance Content Data Preparation: Remove the features Month, Browser, and OperatingSystems Convert boolean values to numeric Apply one-hot encoding to the variables Region, TrafficType, and VisitorType Split the dataset into training and test sets Normalize the data Model Training: Create and train a logistic regression model Model Evaluation: Calculate and print the accuracy on the training and test sets Calculate and print the confusion matrix
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.