Nothing
tabPanel("Biomarker",
tabsetPanel(
tabPanel("Classification Model",
br(),
sidebarLayout(
sidebarPanel(
br(),
selectizeInput('taxl_biomarker', 'Taxonomy Level', choices = tax.name,
selected='genus'),
selectInput("select_target_condition_biomarker", "Select Target Condition:",
covariates.colorbar),
conditionalPanel(condition = "output.biomarker_condition_type == 'multiple'",
helpText("Please select 2 levels to compare"),
uiOutput("biomarker_condition_options")
),
numericInput("num.cv.nfolds", "Number of CV nfolds", value = 3, max = 20, min = 3),
numericInput("num.biomarker.run", "Total runs", value = 100, max = 500, min = 50),
selectInput("select_covariate_condition_biomarker", "Select Covarites Conditions:",
covariates, multiple = TRUE),
selectInput("select_model_biomarker", "Select Model", c("Lasso Logistic Regression")),
actionButton("goButtonBiomarker", "Run!"),
width=3
),
mainPanel(
tabsetPanel(
tabPanel("Feature selection",
br(),
tableOutput("featureSelectionTmp")),
tabPanel("LOOCV",
br(),
plotOutput("loocv_output_simple",height=300),
plotlyOutput("loocv.violin", height=300)),
tabPanel("LOOCV Bootstrap",
br(),
numericInput("num.bootstrap.loocv", "Number of Bootstrap LOOCV", value = 20, max = 100, min = 5),
actionButton("goButtonBiomarkerBoot", "Run!"),
tableOutput("loocv_output"))
), width=9
)
)
)
)
)
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