Improving the Development of QSAR Prediction Models with the use of Approximate Similarity Approach.
Irene Luque RuizManuel Urbano-CuadradoMiguel Ángel Gómez-NietoPublished in: Eng. Lett. (2008)
Keyphrases
- similarity measure
- software engineering
- prediction model
- machine learning
- prior knowledge
- probabilistic model
- statistical model
- models built
- predictive model
- gaussian processes
- experimental data
- process model
- similarity search
- euclidean distance
- statistical methods
- distance function
- classification models
- prediction error
- historical data
- hybrid model
- similarity metric
- information processing
- drug discovery
- expert systems