VishaalR/Employee-Salary-Prediction

💼 Employee Salary Prediction App

This web app predicts whether an employee earns more than $50K or less than or equal to $50K, based on various demographic and work-related features.

📊 Input Features

• —Age: Employee's age (18–75)
• —Workclass: Type of employment sector (Private, Government, Self-employed, etc.)
• —Education Level: Highest level of education completed
• —Marital Status: Current marital status
• —Occupation: Primary job role
• —Hours per Week: Number of hours worked weekly

🧠 Model Info

• —Trained with MLPClassifier from scikit-learn
• —Categorical features encoded using LabelEncoder
• —Input scaled using MinMaxScaler
• —Achieved high accuracy on clean, preprocessed dataset

🚀 Technologies Used

• —Gradio for interactive web UI
• —scikit-learn for training and modeling
• —pandas and joblib for data handling and model storage

🔍 Try it Now!

Enter some example inputs and see whether the predicted salary is >50K or <=50K!

Built by Vishaal R