Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models.
Jian WuRajal NivargiSree Sai Teja LankaArjun Manoj MenonSai Ajay ModukuriNishanth NakshatriXin WeiZhuoer WangJames CaverleeSarah Michele RajtmajerC. Lee GilesPublished in: CoRR (2021)
Keyphrases
- learning models
- learning algorithm
- machine learning
- semi supervised learning
- learning tasks
- semi supervised
- loss function
- machine learning algorithms
- conditional random fields
- supervised learning
- classification models
- learning problems
- learning paradigms
- data mining
- unsupervised learning
- learning process
- machine learning models
- pairwise
- similarity measure
- decision trees
- image processing
- information retrieval
- active learning
- prior knowledge