Home About Dataset

Package Prediction(per hour) Model based on years of Experience and CGPA of a particular company

This is a basic model based on linear regression. The model is made from scratch by implementing stochastic gradient descent.Want to verify the model's precited output against actual database used for its its training? Click the button below

Link to kaggle dataset

The dataset trained for YOE is an actual kaggle dataset however the datas of CGPA is a toy datas. This model has an accuracy of 90.54 percentage. However the scikit-learn's inbuilt linear regression has accuracy of 88.10 percentage