Bagging and Voting Deep Learning Ensemble Methods for Binary Classifications of Solar Panel Cells Defects.
H. TellaMohamed A. MohandesAli Al-ShaikhiBo LiuShafiqur RehmanHilal Hudan NuhaPublished in: SSD (2023)
Keyphrases
- ensemble methods
- deep learning
- majority voting
- prediction accuracy
- benchmark datasets
- decision trees
- random forests
- machine learning methods
- ensemble learning
- machine learning
- unsupervised learning
- random forest
- base classifiers
- bootstrap sampling
- generalization ability
- weakly supervised
- ensemble members
- decision tree ensembles
- ensemble classification
- classifier ensemble
- base learners
- mental models
- feature subset
- ensemble classifier
- individual classifiers
- image processing