Table Of Contents

Regression

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Regression

Explore complete Java projects that train neural networks to predict continuous numerical values.

Linear regression between sorting comparisons and execution time

Regression Sorting Execution Time Prediction Predict sorting execution time from the number of comparisons with a compact 1-to-1 regression model. View walkthrough

Car insurance payment prediction

Regression Insurance Payment Prediction Estimate total insurance payments from claim counts while following a complete standardized training workflow. View walkthrough

Computer CPU performance prediction

Regression Computer Hardware Performance Prediction Predict published relative performance from multiple processor, memory, and channel measurements. View walkthrough

Neural-network house price prediction

Regression House Price Prediction Learn a nonlinear relationship between a housing feature and normalized median home value. View walkthrough

Frequently Asked Questions

When should I choose a regression example?

Use regression when the target is a continuous numerical value such as time, price, payment, or performance.

Which regression example should I run first?

Start with Sorting Execution Time because it uses one input and one output, then continue with the multivariable examples.