The flow chart of model development and the validation process.
figure
posted on 2023-05-26, 17:22 authored by Yuta Miyazaki, Michiyuki Kawakami, Kunitsugu Kondo, Masahiro Tsujikawa, Kaoru Honaga, Kanjiro Suzuki, Tetsuya TsujiSLR: Stepwise Linear Regression, RT: Regression Tree, EL: Ensemble Learning, ANN: Artificial Neural Network, SVR: Support Vector Regression, GPR: Gaussian Process Regression.
History
Usage metrics
Categories
Keywords
patients &# 8217gaussian process regressionfunctional independence measurebest predictive accuracymachine learning modelsmachine learning methodsfim total gainsubacute stroke patientsprevious studies reportedincrease predictive accuracies2 predicting fim prognosisgpr outperformed rtmachine learningstroke patientsprevious studiespredictive accuraciesregression treepredictive modelpredicting activitiesfunctional outcomesfim scoresxlink ">outperformed slrmedical fieldgpr couldgpr ),gaining attentionfold crossdaily livingcommon approachbackground characteristicsalso better
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC