REGRESSION MODELS
-
Simple Linear Regression
Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
Accuracy: 50.31% -
Multiple Linear Regression
Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
Accuracy: 69.48% -
Polynomial Regression
Dataset: https://www.kaggle.com/usda/a-year-of-pumpkin-prices
Accuracy: 77.83% -
Decision Tree Regression
Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
Accuracy: 77.41% -
Support Vector Regression
Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
Accuracy: 83.09% -
Random Forest Regression
Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
Accuracy: 87.83%
CLASSIFICATION MODELS
- Logistic Regression
Dataset: https://www.kaggle.com/fivethirtyeight/the-ultimate-halloween-candy-power-ranking
Accuracy: 88.89%