ConPred II: a consensus prediction method for obtaining transmembrane topology models with high reliability.
Masafumi AraiHironori MitsukeMasami IkedaJun-Xiong XiaTakashi KikuchiMasanobu SatakeToshio ShimizuPublished in: Nucleic Acids Res. (2004)
Keyphrases
- high precision
- high reliability
- prediction model
- statistical model
- prior knowledge
- probabilistic model
- high accuracy
- predictive model
- machine learning methods
- data sets
- synthetic data
- cost function
- detection method
- autoregressive
- clustering method
- modeling method
- parametric models
- moving average
- missing data
- parameter estimation
- low cost
- similarity measure
- neural network