https://github.com/nitor-infotech-oss/aiml-classification
Classification Algorithms
https://github.com/nitor-infotech-oss/aiml-classification
aiml catboost knn-classification logistic-regression naive-bayes random-forest random-forest-classifier support-vector-machines
Last synced: 7 months ago
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Classification Algorithms
- Host: GitHub
- URL: https://github.com/nitor-infotech-oss/aiml-classification
- Owner: nitor-infotech-oss
- Created: 2021-08-18T10:59:45.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2021-08-22T14:28:20.000Z (about 4 years ago)
- Last Synced: 2025-02-01T09:22:31.042Z (8 months ago)
- Topics: aiml, catboost, knn-classification, logistic-regression, naive-bayes, random-forest, random-forest-classifier, support-vector-machines
- Language: Jupyter Notebook
- Homepage:
- Size: 230 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Support: Support Vector Machines.ipynb
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README
## aiml-classification
The Classification algorithm is a Supervised Learning technique that is used to identify the category of new observations on the basis of training data. In Classification, a program learns from the given dataset or observations and then classifies new observation into a number of classes or groups
- [Decision_Tree_Classification](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Decision_Tree_Classification.ipynb)
- [Decision_Tree_Classification Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [Logistic Regression](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Logistic%20Regression.ipynb)
- [Logistic Regression Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [Random_Forest_Classification](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Random_Forest_Classification.ipynb)
- [Random_Forest_Classification Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [Support Vector Machines](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Support%20Vector%20Machines.ipynb)
- [Support Vector Machines Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [Naive Bayes](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Naive%20Bayes.ipynb)
- [Naive Bayes Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [KNN](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/KNN.ipynb)
- [KNN Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)
- [CatBoost](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/CatBoost.ipynb)
- [CatBoost Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Data.csv)