autogluon_pred: Function to predict the GEP-subgroups using Autogluon model

In clindet/clinaml: Clinical diagnosis tool for AML

Function to predict the GEP-subgroups using Autogluon model

Description

Function to predict the GEP-subgroups using Autogluon model

Usage

autogluon_pred(x = NULL, exp_type = "log2tpm", use_models = 80)

Arguments

x	Normalized gene expression matrix or its file path
exp_type	deseq2 or log2tpm
use_models	models were used

Examples

x <- system.file("extdata", "tcga_log2tpm_test.csv", package = "clinaml")
res <- autogluon_pred(x, exp_type = "log2tpm")
x2 <- system.file("extdata", "tcga_deseq2_test.csv", package = "clinaml")
res2 <- autogluon_pred(x2, exp_type = "deseq2")

clindet/clinaml documentation built on Jan. 3, 2023, 6:13 a.m.