Search Results for author: Nazeeh Ghatasheh

Found 3 papers, 2 papers with code

Modified Genetic Algorithm for Feature Selection and Hyper Parameter Optimization: Case of XGBoost in Spam Prediction

1 code implementation30 Oct 2023 Nazeeh Ghatasheh, Ismail Altaharwa, Khaled Aldebei

The algorithm initialized an eXtreme Gradient Boosting classifier and reduced the features space of tweets dataset; to generate a spam prediction model.

Dimensionality Reduction feature selection

Modeling the Telemarketing Process using Genetic Algorithms and Extreme Boosting: Feature Selection and Cost-Sensitive Analytical Approach

1 code implementation30 Oct 2023 Nazeeh Ghatasheh, Ismail Altaharwa, Khaled Aldebei

This research aims at leveraging the power of telemarketing data in modeling the willingness of clients to make a term deposit and finding the most significant characteristics of the clients.

Decision Making feature selection +1

Optimizing Software Effort Estimation Models Using Firefly Algorithm

no code implementations8 Jan 2019 Nazeeh Ghatasheh, Hossam Faris, Ibrahim Aljarah, Rizik M. H. Al-Sayyed

In recent years, software effort estimation has received a considerable amount of attention from researchers and became a challenge for software industry.

Metaheuristic Optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.