• ElemStatLearn

  • Referenced in 1477 articles [sw11049]
  • package ElemStatLearn: Data sets, functions and examples from the book: ”The Elements of Statistical Learning ... Data Mining, Inference, and Prediction” by Trevor Hastie, Robert Tibshirani and Jerome Friedman...
  • FRK

  • Referenced in 119 articles [sw19172]
  • tool for spatial/spatio-temporal modelling and prediction with large datasets. The approach, discussed in Cressie ... decomposes the field, and hence the covariance function, using a fixed set of n basis ... package FRK provides helper functions to model, fit, and predict using an SRE with relative...
  • ANFIS

  • Referenced in 279 articles [sw08730]
  • nonlinear functions, identify nonlinear components on-line in a control system, and predict a chaotic...
  • PROC NLMIXED

  • Referenced in 68 articles [sw11039]
  • estimated model to construct predictions of arbitrary functions by using empirical Bayes estimates...
  • EGO

  • Referenced in 393 articles [sw07588]
  • data collected by evaluating the objective function at a few points. Then, EGO balances between ... improving the approximation by sampling where the prediction error may be high...
  • simannf90

  • Referenced in 119 articles [sw05059]
  • terms of function evaluations, but its cost can be predicted in advance, depending only slightly...
  • I-TASSER

  • Referenced in 18 articles [sw17207]
  • platform for automated protein structure and function prediction. The iterative threading assembly refinement (I-TASSER ... platform for automated protein structure and function prediction based on the sequence-to-structure ... full-length secondary and tertiary structure predictions, and functional annotations on ligand-binding sites, Enzyme ... protein structure and function predictions. The server is available at http://zhanglab.ccmb.med.umich.edu/I-TASSER....
  • DiceKriging

  • Referenced in 78 articles [sw07783]
  • experiments. Estimation, validation and prediction of kriging models. Important functions : km, print.km, plot.km, predict.km...
  • TETRAD

  • Referenced in 430 articles [sw12177]
  • which creates, simulates data from, estimates, tests, predicts with, and searches for causal and statistical ... freeware that performs many of the functions in commercial programs such as Netica, Hugin, LISREL ... other programs, and many discovery functions these commercial programs do not perform. Tetrad is unique ... models--and in the ability to calculate predictions of the effects of interventions or experiments...
  • fields

  • Referenced in 56 articles [sw08187]
  • major feature is that any covariance function implemented in R and following a simple fields ... used for spatial prediction. Some tailored optimization functions are supplied for finding the MLEs...
  • GeneMANIA

  • Referenced in 12 articles [sw30022]
  • multiple association network integration algorithm for predicting gene function. Background ... Most successful computational approaches for protein function prediction integrate multiple genomics and proteomics data sources ... them unsuitable for real-time protein function prediction in large genomes. As a result ... benchmark and a new yeast function prediction benchmark; it is robust to redundant and irrelevant...
  • fast_mpc

  • Referenced in 58 articles [sw27004]
  • fast model predictive control. fast_mpc contains two C functions, with MATLAB mex interface, that...
  • AdaBoost.MH

  • Referenced in 484 articles [sw08517]
  • gambling, multiple-outcome prediction, repeated games, and prediction of points ... boosting algorithm to the problem of learning functions whose range, rather than being binary...
  • propy

  • Referenced in 27 articles [sw22402]
  • been frequently used for analysing and predicting structural, functional, expression and interaction profiles of proteins...
  • GPML

  • Referenced in 42 articles [sw12890]
  • wide range of functionality for Gaussian process (GP) inference and prediction. GPs are specified...
  • CFinder

  • Referenced in 25 articles [sw12379]
  • individual proteins, but by groups of functionally associated proteins, often referred to as modules ... networks CFinder can be used to predict the function(s) of a single protein...
  • partsm

  • Referenced in 42 articles [sw11347]
  • Models. This package performs basic functions to fit and predict periodic autoregressive time series models...
  • AdaGrad

  • Referenced in 157 articles [sw22202]
  • haystacks in the form of very predictive but rarely seen features. Our paradigm stems from ... optimization and online learning which employ proximal functions to control the gradient steps...
  • N-way Toolbox

  • Referenced in 30 articles [sw12996]
  • weighted least squares loss function (including MILES); Predicting scores for new samples using a given ... model; Predicting the dependent variable(s) of PLS models; Performing multi-way scaling and centering ... models in Tucker models; Plus additional utility functions. In addition to the N-way toolbox...