AshwiniMahe / MachineLearning

Machine Learning

Machine Learning

REGRESSION MODELS

1. Simple Linear Regression
   Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
   Accuracy: 50.31%

2. Multiple Linear Regression
   Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
   Accuracy: 69.48%

3. Polynomial Regression
   Dataset: https://www.kaggle.com/usda/a-year-of-pumpkin-prices
   Accuracy: 77.83%

4. Decision Tree Regression
   Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
   Accuracy: 77.41%

5. Support Vector Regression
   Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
   Accuracy: 83.09%

6. Random Forest Regression
   Dataset: https://www.kaggle.com/harlfoxem/housesalesprediction
   Accuracy: 87.83%

CLASSIFICATION MODELS

1. Logistic Regression
   Dataset: https://www.kaggle.com/fivethirtyeight/the-ultimate-halloween-candy-power-ranking
   Accuracy: 88.89%