• ElemStatLearn

  • Referenced in 746 articles [sw11049]
  • Statistical Learning, Data Mining, Inference, and Prediction” by Trevor Hastie, Robert Tibshirani and Jerome Friedman...
  • AdaBoost.MH

  • Referenced in 338 articles [sw08517]
  • extension of the well-studied on-line prediction model to a general decision-theoretic setting ... variety of problems, including gambling, multiple-outcome prediction, repeated games, and prediction of points...
  • TETRAD

  • Referenced in 262 articles [sw12177]
  • which creates, simulates data from, estimates, tests, predicts with, and searches for causal and statistical ... models--and in the ability to calculate predictions of the effects of interventions or experiments...
  • ANFIS

  • Referenced in 214 articles [sw08730]
  • line in a control system, and predict a chaotic time series, all yielding remarkable results...
  • EnKF

  • Referenced in 195 articles [sw02066]
  • model estimate, it applies ensemble integrations to predict the error statistics forward in time...
  • EGO

  • Referenced in 195 articles [sw07588]
  • improving the approximation by sampling where the prediction error may be high...
  • Neural Network Toolbox

  • Referenced in 146 articles [sw07378]
  • data fitting, pattern recognition, clustering, time-series prediction, and dynamic system modeling and control...
  • TISEAN

  • Referenced in 124 articles [sw00967]
  • variety of algorithms for data representation, prediction, noise reduction, dimension and Lyapunov estimation, and nonlinearity...
  • simannf90

  • Referenced in 108 articles [sw05059]
  • function evaluations, but its cost can be predicted in advance, depending only slightly...
  • ICALAB

  • Referenced in 89 articles [sw15047]
  • second order statistics) and LP (linear prediction), and BSE (blind signal extraction) employing various...
  • Tyrolean

  • Referenced in 69 articles [sw07830]
  • order, loop detection, matrix interpretation, polynomial interpretation, predictive labeling, recursive SCC, root-labeling, semantic labeling...
  • SATzilla

  • Referenced in 63 articles [sw06281]
  • local search solvers as candidate solvers, by predicting performance score instead of runtime...
  • FRK

  • Referenced in 43 articles [sw19172]
  • tool for spatial/spatio-temporal modelling and prediction with large datasets. The approach, discussed in Cressie ... provides helper functions to model, fit, and predict using an SRE with relative ease. Reference...
  • PhysioToolkit

  • Referenced in 56 articles [sw15476]
  • prognostic value in medicine, or explanatory or predictive power in basic research. All PhysioToolkit software...
  • PicHunter

  • Referenced in 53 articles [sw14896]
  • model of a user’s behavior. The predictions of this model are combined with...
  • Valgrind

  • Referenced in 37 articles [sw04420]
  • thread error detectors, a cache and branch-prediction profiler, a call-graph generating cache ... branch-prediction profiler, and a heap profiler. It also includes three experimental tools: a heap/stack/global...
  • OSCAR

  • Referenced in 27 articles [sw03026]
  • simultaneously select variables while grouping them into predictive clusters. In addition to improving prediction accuracy ... similar effect on the response to form predictive clusters represented by a single coefficient ... variable selection techniques in terms of both prediction error and model complexity, while yielding...
  • Eigentaste

  • Referenced in 45 articles [sw12451]
  • derive analytic estimates of NMAE when predictions are random. On the Jester dataset, Eigentaste computes...
  • rms

  • Referenced in 44 articles [sw04532]
  • Strategies , Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design...