Gene expression (
60x7129) and clinical data (
60x4) are used to predict the response of childhood malignant embryonal tumors of Central Nervous System (CNS) to therapy.
The dataset is composed of 60 patients samples, 21 patients died and 39 survived within 24 months. There are two matrices: genetic data X of size
60x7129 and clinical data D of size
60x4. There is also a response variable
Y of size
a data gene matrix (
a data matrix (
a numeric vector of length 60 giving the condition of the patient (1 dead, 0 alive).
S. L. Pomeroy, P. Tamayo, and M. Gaasenbeek. Prediction of central nervous system embryonal tumour outcome based on gene expression. Nature, 415:436-442, 2002.
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