Search Results for author: Muhammad Abbas

Found 2 papers, 0 papers with code

Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks

no code implementations16 Oct 2020 Muhammad Abbas, Asifullah Khan, Aqsa Saeed Qureshi, Muhammad Waleed Khan

Higgs boson is a fundamental particle, and the classification of Higgs signals is a well-known problem in high energy physics.

General Classification

A Novel Multiple Ensemble Learning Models Based on Different Datasets for Software Defect Prediction

no code implementations30 Aug 2020 Ali Nawaz, Attique Ur Rehman, Muhammad Abbas

Particularly, we proposed an ensemble learning models and perform comparative analysis among KNN, Decision tree, SVM and Na\"ive Bayes on different datasets and it is demonstrated that performance of Ensemble method is more than other methods in term of accuracy, precision, recall and F1-score.

Ensemble Learning

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