📊 Enter Crop Parameters
Fill in the agricultural data to predict crop yield
📈 Prediction Results
Enter crop parameters and click "Predict Yield" to see results
ℹ️ Model Information
Trained on 75,000 synthetic crop records
Model Type
Gradient Boosting
R² Score
0.9627
MAE
1,610 kg/ha
RMSE
3,574 kg/ha
Crops
22 types
States
20 Indian states
📈 Model Analysis
Prediction accuracy and data quality visualizations
🎯 Prediction Analysis
Actual vs Predicted yields showing R² = 0.9627
🔍 Data Quality Analysis
Outlier detection on original dataset before synthetic generation