Численные методы обучения по прецедентам (практика, В.В. Стрижов)/Примеры

Материал из MachineLearning.

Содержание 1 Title: Phosphor curve differences 2 Title: Classification using logistic regression 3 Title: Generalized linear models example 4 Title: Income vs Lifespan illustration

Title: Phosphor curve differences

• Folder: CurveDifferences
• Description: Phosphor curves 0-1 classification illustration. 0-class curve is blue coloured, 1-class curve is red coloured. See more detailed description at demo_curve_differences.html
• Demo script: demo_curve_differences

Title: Classification using logistic regression

• Folder: DataGenerationExample
• Description: This demo shows how to compute a separation hyperplane to classify objects. The hyperplane separates one class of objects from another. See more detailed description at demoDataGen.html
• Demo script: demoDataGen

Title: Generalized linear models example

• Folder: GLM
• Description: This demo shows how to deal with the different hypothesis on data generation. The data generation hypothesis here is an assumption about the link function. See more detailed description at demo_GLM.html
• Demo script: demo_GLM

Title: Income vs Lifespan illustration

• Folder: IncomeVsLifeSpan
• Description: Demo illustrates dependence between income and lifespan by countries.
• Demo script: IncomeVsLifespan