https://github.com/nitor-infotech-oss/aiml-regression
AIML Regression Algorithms
https://github.com/nitor-infotech-oss/aiml-regression
decision-tree decision-tree-regression multiple-linear-regression random-forest
Last synced: 6 months ago
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AIML Regression Algorithms
- Host: GitHub
- URL: https://github.com/nitor-infotech-oss/aiml-regression
- Owner: nitor-infotech-oss
- Created: 2021-08-18T11:00:47.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2021-08-22T14:16:59.000Z (about 4 years ago)
- Last Synced: 2025-02-01T09:22:30.810Z (8 months ago)
- Topics: decision-tree, decision-tree-regression, multiple-linear-regression, random-forest
- Language: Jupyter Notebook
- Homepage:
- Size: 21.5 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## aiml-regression
Regression algorithms predict the output values based on input features from the data fed in the system. The go-to methodology is the algorithm builds a model on the features of training data and using the model to predict the value for new data
- [Decision Tree Regression](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/Decision%20Tree%20Regression.ipynb)
- [Decision Tree Regression Dataset](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/Position_Salaries.csv)
- [Random-Forest-Regression](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/Random%20Forest%20Regression.ipynb)
- [Random-Forest-Regression Dataset](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/Position_Salaries.csv)
- [Multiple Linear Regression](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/Multiple%20Linear%20Regression.ipynb)
- [Multiple Linear Regression Dataset](https://github.com/nitor-infotech-oss/aiml-regression/blob/main/50_Startups.csv)