💼 Salary Predictor
🎓 Internship Project
Company: Edunet Foundation in collaboration with AICTE and IBM
Intern: Gourab Gorai
Project: Machine Learning Salary Predictor
Duration: 6 weeks
📊 Model Performance
Mean Squared Error (MSE)
131076370.20
R² Score
0.84
Calculating your salary...
✅ Predicted Salary
Per Month Based on your profile and market analysis
👨💻 Meet the Developer
Gourab Gorai
BCA - 2025 PASSOUT CANDIDATE
Passionate about AI/ML and creating innovative solutions
📊 Model Evaluation Table
Showing 20 test samples
Comparing actual vs predicted salaries
| Education | Experience | Location | Job Title | Age | Gender | Actual Salary | Predicted Salary | Error | Error % |
|---|---|---|---|---|---|---|---|---|---|
| Bachelor | 13 | Rural | Engineer | 57 | Male | ₹86,678 | ₹78,262 | +₹8,415 | 9.71% |
| High School | 6 | Suburban | Analyst | 59 | Male | ₹56,036 | ₹60,669 | ₹-4,633 | 8.27% |
| Master | 16 | Urban | Analyst | 61 | Female | ₹92,227 | ₹101,120 | ₹-8,894 | 9.64% |
| Bachelor | 5 | Suburban | Director | 26 | Female | ₹100,710 | ₹98,365 | +₹2,345 | 2.33% |
| Bachelor | 26 | Rural | Engineer | 27 | Male | ₹91,775 | ₹97,205 | ₹-5,430 | 5.92% |
| Bachelor | 3 | Rural | Analyst | 21 | Male | ₹52,282 | ₹59,840 | ₹-7,558 | 14.46% |
| Bachelor | 1 | Suburban | Director | 59 | Female | ₹102,140 | ₹83,346 | +₹18,794 | 18.4% |
| PhD | 9 | Suburban | Analyst | 61 | Male | ₹127,491 | ₹120,203 | +₹7,288 | 5.72% |
| Master | 23 | Urban | Engineer | 44 | Female | ₹117,342 | ₹123,188 | ₹-5,846 | 4.98% |
| Master | 7 | Rural | Manager | 32 | Female | ₹99,647 | ₹106,044 | ₹-6,397 | 6.42% |
| PhD | 23 | Urban | Manager | 34 | Male | ₹166,637 | ₹154,235 | +₹12,402 | 7.44% |
| PhD | 22 | Urban | Director | 56 | Male | ₹169,510 | ₹160,919 | +₹8,591 | 5.07% |
| Master | 29 | Suburban | Analyst | 64 | Female | ₹100,903 | ₹120,363 | ₹-19,460 | 19.29% |
| Bachelor | 1 | Urban | Manager | 56 | Male | ₹95,396 | ₹93,719 | +₹1,676 | 1.76% |
| Bachelor | 16 | Rural | Manager | 47 | Female | ₹94,614 | ₹95,821 | ₹-1,207 | 1.28% |
| Bachelor | 6 | Rural | Director | 55 | Male | ₹102,512 | ₹92,721 | +₹9,792 | 9.55% |
| PhD | 18 | Urban | Engineer | 64 | Male | ₹124,795 | ₹131,922 | ₹-7,127 | 5.71% |
| Bachelor | 17 | Rural | Engineer | 44 | Female | ₹92,374 | ₹81,447 | +₹10,926 | 11.83% |
| Bachelor | 29 | Rural | Engineer | 20 | Female | ₹112,114 | ₹91,298 | +₹20,816 | 18.57% |
| Bachelor | 14 | Suburban | Manager | 55 | Male | ₹98,194 | ₹100,799 | ₹-2,605 | 2.65% |
📉 Model Evaluation Plots
