BioMed Research International / 2020 / Article / Tab 3

Research Article

PredDBP-Stack: Prediction of DNA-Binding Proteins from HMM Profiles using a Stacked Ensemble Method

Table 3

Performance comparison on the benchmark dataset PDB1075.

MethodOA (%)SN (%)SP (%)MCCAUC

DNA-Prot72.5582.6759.760.440.7890
iDNA-Prot75.4083.8164.730.500.7610
iDNA-Prot|dis77.3079.4075.270.540.8260
DNABinder73.9568.5779.090.480.8140
Kmerl+ACC75.2376.7673.760.500.8280
iDNAPro-PseAAC76.7675.6277.450.530.8392
Local-DPP79.2084.0074.500.59
HMMBinder86.3387.0785.550.720.9026
StackDPPred89.9691.1288.800.800.9449
Our method92.4292.4792.360.850.9677

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.