Toward Developing Techniques─Agnostic Machine Learning Classification Models for Forensically Relevant Glass Fragments.
Omer KaspiOsnat Israelsohn-AzulayZidon YigalHila RosengartenMatea KrmpoticSabrina GouasmiaIva Bogdanovic-RadovicPasi JalkanenAnna LiskiKenichiro MizohataJyrki RäisänenZsolt KasztovszkyIldikó HarsányiRaghunath AcharyaPradeep K. PujariMolnár MihályMihaly BraunNahum ShabiOlga GirshevitzHanoch SenderowitzPublished in: J. Chem. Inf. Model. (2023)
Keyphrases
- classification models
- machine learning
- decision trees
- feature selection
- learning models
- training data
- feature set
- software quality classification
- machine learning methods
- data mining
- models built
- pattern recognition
- feature ranking
- attribute selection
- learning algorithm
- k nearest neighbor
- supervised learning
- neural network
- semi supervised learning
- machine learning algorithms
- learning tasks
- feature subset
- imbalanced data