GUI based application on polynomial regression

CONCEPT

• Statistical method to predict real valued data

• Relates one dependent variable with one independent variable

• Works on multiple powers of same independent variable

• Expresses the relationship using a curved line

• Non-linear model, but linear regression: depends on a linear combination of terms

                                                                KEY FEATURES

• Models non-linearly separable data

• More flexible,can work on complex relationships

• Full control over feature variables

• Requires knowledge of data and careful design

• Chances of overfitting

CODE

DATASET - Click to get the dataset

CODE - Click to get the code