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Table 1 Classification accuracy of Deep Neural Map and Multi-Layer Perceptron for both combined and individual neoplasticity status and tissue-of-origin of samples

From: Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures

Trial

Combined neoplasticity status and tissue-of-origin

Tissue-of-origin

Neoplasticity status

DNM

84.28% (1.48)

86.36% (1.58)

91.07% (0.93)

MLP

93.28% (0.16)

95.23% (0.14)

96.26% (0.14)

  1. The standard deviation of 10 trials is shown in brackets