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Adaboost Classifier and Regressor implementation from scratch #102

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spursbyte opened this issue Dec 10, 2020 · 1 comment
Open

Adaboost Classifier and Regressor implementation from scratch #102

spursbyte opened this issue Dec 10, 2020 · 1 comment
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enhancement New feature or request good first issue Good for newcomers medium

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@spursbyte
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spursbyte commented Dec 10, 2020

Adaboost is an important boosting algo in machine learning as it helps to enhance the performance of decision trees over classification and regression problems. It will be really helpful if it implemented and stored in this repo.

Resources :-

https://medium.com/analytics-vidhya/implementing-an-adaboost-classifier-from-scratch-e30ef86e9f1b
https://www.kdnuggets.com/2020/12/implementing-adaboost-algorithm-from-scratch.html
https://towardsdatascience.com/adaboost-from-scratch-37a936da3d50
https://medium.com/analytics-vidhya/implementing-an-adaboost-classifier-from-scratch-e30ef86e9f1b
https://geoffruddock.com/adaboost-from-scratch-in-python/

Note :- Although most of the Logics would be same, but for Regressor Configuration, somethings can vary accordingly.

@spursbyte spursbyte changed the title Adaboost algorithm implementatiom drom scratch Adaboost algorithm implementatiom from scratch Dec 10, 2020
@Siddhant-K-code
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I wanted to contribute this, where to add this Algorithm

@kwanit1142 kwanit1142 changed the title Adaboost algorithm implementatiom from scratch Adaboost Classifier implementatiom from scratch Mar 18, 2021
@kwanit1142 kwanit1142 removed the WOC label Mar 21, 2021
@kwanit1142 kwanit1142 changed the title Adaboost Classifier implementatiom from scratch Adaboost Classifier and Regressor implementatiom from scratch Sep 27, 2021
@kwanit1142 kwanit1142 added enhancement New feature or request good first issue Good for newcomers labels Sep 27, 2021
@kwanit1142 kwanit1142 changed the title Adaboost Classifier and Regressor implementatiom from scratch Adaboost Classifier and Regressor implementation from scratch Sep 27, 2021
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Labels
enhancement New feature or request good first issue Good for newcomers medium
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