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bootstrap
- Referenced in 1043 articles
[sw19105]
- Introduction to the Bootstrap”. Software (bootstrap, cross-validation, jackknife) and data for the book...
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spatstat
- Referenced in 129 articles
[sw04429]
- smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices...
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Cell-PLoc
- Referenced in 90 articles
[sw09126]
- demonstrated by a series of cross-validation tests on the benchmark data sets that covered...
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Cohn-Kanade
- Referenced in 56 articles
[sw04974]
- sequence is fully FACS coded. In addition validated emotion labels have been added ... classifier with leave-one-out subject cross-validation was used. Both sets of results...
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bnlearn
- Referenced in 56 articles
[sw08265]
- inference, conditional probability queries and cross-validation. Development snapshots with the latest bugfixes are available...
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penalized
- Referenced in 24 articles
[sw06071]
- fold and leave-one-out cross-validation for ridge regression. In model building and model ... evaluation, cross-validation is a frequently used resampling method. Unfortunately, this method can be quite ... full model. In this way, all cross-validated estimates are approximated without refitting the model ... accurate when approximating leave-one-out cross-validation results for large data sets which...
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ROCR
- Referenced in 41 articles
[sw04551]
- standard interface). Curves from different cross-validation or bootstrapping runs can be averaged by different...
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frailtypack
- Referenced in 40 articles
[sw06070]
- parameter is possible using an approximated cross-validation procedure. 2) Additive frailty models for proportional...
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iSNO-PseAAC
- Referenced in 39 articles
[sw22446]
- observed that the overall cross-validation success rate achieved by iSNO-PseAAC in identifying nitrosylated...
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abc
- Referenced in 37 articles
[sw14871]
- model selection, and goodness-of-fit. Cross-validation tools are also available for measuring...
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iLoc-Euk
- Referenced in 37 articles
[sw22434]
- proteins. As a demonstration, the jackknife cross-validation was performed with iLoc...
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iLoc-Hum
- Referenced in 36 articles
[sw22433]
- sites. As a demonstration, the jackknife cross-validation was performed with iLoc...
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GPCR-CA
- Referenced in 35 articles
[sw25949]
- that were obtained through rigorous jackknife cross-validation tests on a new-constructed stringent benchmark...
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iPro54-PseKNC
- Referenced in 32 articles
[sw22411]
- examined by the rigorous jackknife cross-validation tests on a stringent benchmark data...
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pSuc-Lys
- Referenced in 31 articles
[sw16643]
- individual random forest classifiers. Rigorous cross-validations indicated that it remarkably outperformed the existing methods...
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iNuc-PseKNC
- Referenced in 31 articles
[sw16607]
- observed by the rigorous cross-validation tests on the three stringent benchmark datasets that...
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pLoc-mEuk
- Referenced in 31 articles
[sw24440]
- PseAAC (Pseudo Amino Acid Composition). Rigorous cross-validations on a high-quality and stringent benchmark...
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RegEM
- Referenced in 17 articles
[sw04943]
- parameter) and ridge regression with generalized cross-validation as regularized estimation methods. The implementation ... parameters (e.g., ridge regression and generalized cross-validation) can be exchanged for other regularization methods ... algorithm. The generalized cross-validation modules of the regularized EM algorithm are adapted from Hansen ... generalized cross-validation modules. In the Matlab implementation of the regularized EM algorithm, more emphasis...
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iRNA-PseColl
- Referenced in 30 articles
[sw24441]
- distribution of its constituent nucleotides. Rigorous cross-validations have indicated that the anticipated success rates...
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missForest
- Referenced in 29 articles
[sw19483]
- test set or elaborate cross-validation. It can be run in parallel to save computation...