man/model_predict.Rd
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 % Generated by roxygen2: do not edit by hand
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 % Please edit documentation in R/DFA_class.R, R/PCA_class.R, R/PLSR_class.R,
 %   R/PLSDA_class.R, R/autoscale_class.R, R/blank_filter_class.R,
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 %   R/constant_sum_norm_class.R, R/d_ratio_filter_class.R,
 %   R/filter_by_name_class.R, R/filter_na_count.R, R/filter_smeta_class.R,
 %   R/glog_class.R, R/linear_model_class.R, R/mean_centre_class.R,
 %   R/model_predict_doc.R, R/mv_feature_filter_class.R,
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 %   R/mv_sample_filter_class.R, R/oplsr_class.R, R/oplsda_class.R,
 %   R/paretoscale_class.R, R/pqn_norm_method_class.R, R/svm_classifier_class.R,
 %   R/vec_norm_class.R
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 \name{model_predict,DFA,DatasetExperiment-method}
 \alias{model_predict,DFA,DatasetExperiment-method}
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 \alias{model_predict,PCA,DatasetExperiment-method}
 \alias{model_predict,PLSR,DatasetExperiment-method}
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 \alias{model_predict,PLSDA,DatasetExperiment-method}
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 \alias{model_predict,autoscale,DatasetExperiment-method}
 \alias{model_predict,blank_filter,DatasetExperiment-method}
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 \alias{model_predict,constant_sum_norm,DatasetExperiment-method}
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 \alias{model_predict,dratio_filter,DatasetExperiment-method}
 \alias{model_predict,filter_by_name,DatasetExperiment-method}
 \alias{model_predict,filter_na_count,DatasetExperiment-method}
 \alias{model_predict,filter_smeta,DatasetExperiment-method}
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 \alias{model_predict,glog_transform,DatasetExperiment-method}
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 \alias{model_predict,linear_model,DatasetExperiment-method}
 \alias{model_predict,mean_centre,DatasetExperiment-method}
 \alias{model_predict}
 \alias{model_predict,mv_feature_filter,DatasetExperiment-method}
 \alias{model_predict,mv_sample_filter,DatasetExperiment-method}
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 \alias{model_predict,OPLSR,DatasetExperiment-method}
 \alias{model_predict,OPLSDA,DatasetExperiment-method}
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 \alias{model_predict,pareto_scale,DatasetExperiment-method}
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 \alias{model_predict,pqn_norm,DatasetExperiment-method}
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 \alias{model_predict,SVM,DatasetExperiment-method}
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 \alias{model_predict,vec_norm,DatasetExperiment-method}
 \title{Model prediction}
 \usage{
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 \S4method{model_predict}{DFA,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{PCA,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{PLSR,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{PLSDA,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{autoscale,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{blank_filter,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{constant_sum_norm,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{dratio_filter,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{filter_by_name,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{filter_na_count,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{filter_smeta,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{glog_transform,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{linear_model,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{mean_centre,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{mv_feature_filter,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{mv_sample_filter,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{OPLSR,DatasetExperiment}(M, D)
 
 \S4method{model_predict}{OPLSDA,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{pareto_scale,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{pqn_norm,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{SVM,DatasetExperiment}(M, D)
 
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 \S4method{model_predict}{vec_norm,DatasetExperiment}(M, D)
 }
 \arguments{
 \item{M}{a model object}
 
 \item{D}{a DatasetExperiment object}
 }
 \value{
 Returns a modified model object
 }
 \description{
 Apply a model using the input DatasetExperiment. Assumes the model is trained
 first.
 }
 \examples{
 M = example_model()
 M = model_predict(M,iris_DatasetExperiment())
 }