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Table 7 The statistical values of the evaluation metrics for each prediction model

From: Time series-based hybrid ensemble learning model with multivariate multidimensional feature coding for DNA methylation prediction

Index

iDNA-MS

iDNA-AB

iDNA–ABT

EA-LSTM

CTS-LSTM

Conv-LSTM

This Paper

SN

0.8172

0.8248

0.8342

0.8463

0.8589

0.8600

0.9135

SP

0.8356

0.8373

0.8481

0.8522

0.8587

0.8798

0.9017

ACC

0.8231

0.8311

0.8461

0.8513

0.8597

0.8612

0.9211

MCC

0.6513

0.6644

0.7121

0.7337

0.7696

0.8064

0.8867

AUC

0.8203

0.8318

0.8346

0.8413

0.8463

0.8501

0.9064

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BMC Genomics

ISSN: 1471-2164

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