Classification_problem_Salary_Prediction
This repo gets you how to predict whether a employee has a salary of >$50K or less using Ensemble Model (Random Forest Classifier)
- There are 14 features present in the data.
- Data has 32561 rows and 15 columns where target is the Dependent Variable.
- Machine Learning Model (RandomForest Classifier has been used here).
- We get an accuracy of 0.85 on the training Data, meaning the model has a low bias.
- ROC_AUC Curve score: 0.73593080.