Search Results for author: Nosheen Faiz

Found 2 papers, 0 papers with code

Optimal trees selection for classification via out-of-bag assessment and sub-bagging

no code implementations30 Dec 2020 Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen

The predictive performance of tree based machine learning methods, in general, improves with a decreasing rate as the size of training data increases.

BIG-bench Machine Learning General Classification

Optimal survival trees ensemble

no code implementations18 May 2020 Naz Gul, Nosheen Faiz, Dan Brawn, Rafal Kulakowski, Zardad Khan, Berthold Lausen

The top ranked survival trees are then assessed for their collective performance as an ensemble.

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