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Table 7 BRAIN dataset with 7,022 features : Top 5 features selected by the SAE, PLS-DA, Random Forests, SVM and NN

From: Learning a confidence score and the latent space of a new supervised autoencoder for diagnosis and prognosis in clinical metabolomic studies

SAE

PLS-DA

RF

SVM

NN

NEG MZ147.028

POS MZ131.034

NEG MZ148.031

POS MZ132.523

NEG MZ148.031

POS MZ132.037

POS MZ132.523

NEG MZ215.016

NEG MZ147.028

NEG MZ147.028

POS MZ171.026

POS MZ132.037

POS MZ132.037

POS MZ131.034

POS MZ132.037

POS MZ132.037

NEG MZ147.028

POS MZ85.029

POS MZ132.037

POS MZ85.029

POS MZ149.044

POS MZ171.026

POS MZ132.523

POS MZ171.026

POS MZ173.030