• RegEM

  • Referenced in 13 articles [sw04943]
  • truncation parameter) and ridge regression with generalized cross-validation as regularized estimation methods. The implementation ... regression parameters (e.g., ridge regression and generalized cross-validation) can be exchanged for other regularization ... framework of the EM algorithm. The generalized cross-validation modules of the regularized EM algorithm ... adapted from Hansen’s generalized cross-validation modules. In the Matlab implementation of the regularized...
  • pLoc-mEuk

  • Referenced in 28 articles [sw24440]
  • information into the general PseAAC (Pseudo Amino Acid Composition). Rigorous cross-validations on a high...
  • pLoc-mPlant

  • Referenced in 24 articles [sw25191]
  • Chou’s general PseAAC (Pseudo Amino Acid Composition). Rigorous cross-validation on the same stringent...
  • pLoc-mVirus

  • Referenced in 22 articles [sw24439]
  • information into the general PseAAC (Pseudo Amino Acid Composition). Rigorous cross-validation on a same...
  • pLoc-mHum

  • Referenced in 18 articles [sw27661]
  • information into the general PseAAC (Pseudo Amino Acid Composition). Rigorous cross-validations on a same...
  • penalized

  • Referenced in 22 articles [sw06071]
  • model building and model evaluation, cross-validation is a frequently used resampling method. Unfortunately, this ... much faster and can be used in generalized linear models and Cox’ proportional hazards model ... full model. In this way, all cross-validated estimates are approximated without refitting the model...
  • mlr

  • Referenced in 18 articles [sw12357]
  • clustering and general, example-specific cost-sensitive learning. Generic resampling, including cross-validation, bootstrapping...
  • iKcr-PseEns

  • Referenced in 17 articles [sw25199]
  • general pseudo amino acid composition. It has been observed via rigorous cross-validations that...
  • iPTM-mLys

  • Referenced in 24 articles [sw23948]
  • incorporating the sequence-coupled effects into the general PseAAC, and by fusing an array ... classifiers into an ensemble system. Rigorous cross-validations via a set of multi-label metrics...
  • iRNA-PseColl

  • Referenced in 28 articles [sw24441]
  • features of the sequence elements into the general pseudo K-tuple nucleotide composition (PseKNC ... distribution of its constituent nucleotides. Rigorous cross-validations have indicated that the anticipated success rates...
  • iHyd-PseAAC

  • Referenced in 15 articles [sw27675]
  • general form of pseudo amino acid composition. It was demonstrated by rigorous cross-validation tests...
  • pSuc-Lys

  • Referenced in 28 articles [sw16643]
  • incorporating the sequence-coupled information into the general pseudo amino acid composition, (2) balancing ... individual random forest classifiers. Rigorous cross-validations indicated that it remarkably outperformed the existing methods...
  • origami

  • Referenced in 1 article [sw29120]
  • origami: A Generalized Framework for Cross-Validation in R. origami is an R package that ... provides a general framework for the application of cross-validation schemes to particular functions...
  • iCar-PseCp

  • Referenced in 16 articles [sw23951]
  • incorporating the sequence-coupled information into the general pseudo amino acid composition, and balancing ... expand positive subset. Rigorous target cross-validations on a same set of carbonylation-known proteins...
  • frailtypack

  • Referenced in 34 articles [sw06070]
  • frailtypack: General Frailty models using a semi_parametric penalized likelihood estimation or a parametric estimation ... parameter is possible using an approximated cross-validation procedure. 2) Additive frailty models for proportional...
  • iRSpot-Pse6NC

  • Referenced in 12 articles [sw27677]
  • incorporating the key hexamer features into the general PseKNC (Pseudo K-tuple Nucleotide Composition ... been observed via rigorous cross-validations that the proposed predictor is superior to its counterparts...
  • iCTX-Type

  • Referenced in 20 articles [sw22440]
  • conotoxin sequence into a 400-D (dimensional) general pseudoamino acid composition, followed by the feature ... iCTX-Type via a rigorous cross-validation was over 91%, outperforming its counterpart (RBF network...
  • iSuc-PseOpt

  • Referenced in 22 articles [sw22429]
  • incorporating the sequence-coupling effects into the general pseudo amino acid composition and using KNNC ... iSuc-PseOpt has been developed. Rigorous cross-validations indicated that it remarkably outperformed the existing...
  • N-way Toolbox

  • Referenced in 20 articles [sw12996]
  • Fitting multi-way Tucker models; Fitting the generalized rank annihilation method; Fitting the direct trilinear ... multi-way scaling and centering; Performing cross-validation of models; Calculating core consistency of PARAFAC ... such as low-res NMR), GEMANOVA for generalized multiplicative ANOVA, MILES for maximum likelihood fitting...
  • plsRglm

  • Referenced in 3 articles [sw12196]
  • squares Regression for generalized linear models and repeated k-fold cross-validation of such models...