figshare
Browse

Best results per number of epochs.

Download (5.5 kB)
dataset
posted on 2024-08-26, 17:55 authored by Ana Guerrero-Tamayo, Borja Sanz Urquijo, Isabel Olivares, María-Dolores Moragues Tosantos, Concepción Casado, Iker Pastor-López
<p>We include the mean value and standard deviation of AUC, the mean Test Accuracy for non-recombinant and recombinant sequences, and the standard deviation between the mean test accuracy values of recombinants and non-recombinants. As a measure of the network’s accuracy, the total number of sequences in each category within the test set is 313.</p>

History

Related Materials

  1. 1.
    DOI - Is supplement to Classification of SARS-CoV-2 sequences as recombinants via a pre-trained CNN and identification of a mathematical signature relative to recombinant feature at Spike, via interpretability

Usage metrics

    PLOS ONE

    Categories

    Keywords

    remains poorly understoodorganism &# 8217multifaceted information withinmain hot zoneimage processing techniquescam interpretability toolanticipate new virusesgenetic regions associatedfindings unequivocally identifygenetic recombination featuresmathematical signature relativeincluding mathematical signaturesevery 6 nucleotidesgenetic recombination feature2 genetic sequence2 spike proteingenetic recombinationrecombinant featurefindings suggest2 spectrograms2 sequences2 pandemicxlink ">viral evolutionviral characteristicstrained vggtrained cnnsharp prominencesecond phaserecombinants viarecombinant sequencespotential presencepivotal regionglobal impactgenomic spectrogramsfundamental mechanismfirst phasedeeper understandingcomprehensive researcharithmetic seriesachieved using16 model

    Licence

    CC BY 4.0

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC