Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity data.
Alexios KoutsoukasKeith J. MonaghanXiaoli LiJun HuanPublished in: J. Cheminformatics (2017)
Keyphrases
- deep learning
- data sets
- bayesian methods
- pattern recognition
- cross validation
- missing values
- unsupervised feature learning
- data points
- data analysis
- prior knowledge
- question answering
- unsupervised learning
- restricted boltzmann machine
- hyperparameters
- dimensionality reduction
- object detection
- decision trees
- machine learning