Author

Isaac Kega

Observed names: Isaac Kega Mwangi, Isaac Kega Mwangi

Institution: Zetech University

Observed institutions: Jomo Kenyatta University of Agriculture and Technology, Zetech University

ORCID: 0000-0002-1455-1984

Observed ORCID: 0000-0002-1455-1984

OpenAlex ID: A5073631741

Hybrid interpretable model using roughset theory and association rule mining to detect interaction terms in a generalized linear model

2023 · Isaac Kega Mwangi, Lawrence Nderu, et al. · Expert Systems with Applications · 10

Model Interpretability Via Interaction Feature Detection Using Roughset in a Generalized Linear Model for Weather Prediction in Kenya.

2023 · Isaac Kega, Lawrence Nderu, et al. · 2

Enhancing Ensemble Model Accuracy and Interpretability: A Framework Integrating Rough Set Theory and Recursive Feature Elimination for Feature Selection and Interpretability with Association Rule Analysis in Ensemble Models.

2024 · Isaac Kega, Lawrence Nderu, et al.

Enhancing Ensemble Model Accuracy and Interpretability: A Framework Integrating Rough Set Theory and Recursive Feature Elimination for Feature Selection and Interpretability with Association Rule Analysis in Ensemble Models

2024 · Isaac Kega Mwangi, Lawrence Nderu, et al. · SSRN Electronic Journal

Rough Set Theory and Association Rule Mining for Detecting Interactions and Improving Machine Learning Predictions for Weather Prediction in Kenya.

2023 · Isaac Kega, Lawrence Nderu, et al.

Model Interpretability Via Interaction Feature Detection Using Roughset in a Generalized Linear Model for Weather Prediction in Kenya.

2023 · Isaac Kega, Lawrence Nderu, et al.

Model Interpretability Via Interaction Feature Detection Using Roughset in a Generalized Linear Model for Weather Prediction in Kenya.

2023 · Isaac Kega, Lawrence Nderu, et al.

Works count: 7

Citation count: 12

H-index: 2

I10-index: 1