Deep Learning Based Regression and Multiclass Models for Acute Oral Toxicity Prediction with Automatic Chemical Feature Extraction.
Youjun XuJianfeng PeiLuhua LaiPublished in: J. Chem. Inf. Model. (2017)
Keyphrases
- multi class
- deep learning
- feature extraction
- feature selection
- multiclass classification
- multiple classes
- prediction model
- model selection
- binary classification
- object detection
- support vector machine
- probabilistic model
- machine learning
- prediction accuracy
- dimensionality reduction
- regression model
- cost sensitive
- training data
- multiclass problems
- image classification
- unsupervised learning
- base classifiers
- pairwise
- support vector
- image processing
- error correcting output codes