Multitask Deep Neural Networks for Ames Mutagenicity Prediction.
María Jimena MartínezMaría Virginia SabandoAxel J. SotoCarlos RocaCarlos Requena-TrigueroNuria E. CampilloJuan A. PáezIgnacio PonzoniPublished in: J. Chem. Inf. Model. (2022)
Keyphrases
- multi task
- neural network
- multi task learning
- multitask learning
- learning tasks
- artificial neural networks
- prediction accuracy
- transfer learning
- gaussian processes
- feature selection
- higher order
- multiple tasks
- data sets
- learning problems
- probabilistic model
- feature space
- support vector
- binary classification problems
- multiclass support vector machines