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srimani-programmer / Breast-Cancer-Predictor

A Flask based web application to predict breast cancer.
GNU General Public License v3.0
149 stars 166 forks source link

Stacking the best performing Models to improve the accuracy #55

Open ayush237 opened 3 years ago

ayush237 commented 3 years ago

I am a GSSoC21 participant (DISCORD username: smoky237#5411 ), I can contribute to the project by stacking some of the best performing models together to improve the overall accuracy. Kindly assign this work to me @manan-bedi2908 @srimani-programmer

srimani-programmer commented 3 years ago

@ayush237 please add a proper description of what you want to do?

ayush237 commented 3 years ago

I will train various bagging and boosting models (I.e Xgboost , random forest etc) .. and stack the best performing models together to create an even stronger algorithm. Basically will use the Stacking technique on top models for a perfect classification

srimani-programmer commented 3 years ago

develop your stacking model @ayush237 then we will look into this.

Hamza3226 commented 3 years ago

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

HimanshiMetta commented 3 years ago

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

i-shreyagarg commented 3 years ago

I am a participant GSSOC'21 I would like to contribute in this