A support vector machine using the proposed downy mildew index classified healthy leaves from progressed infection (DM2) with 80.7% accuracy.

Claim · model-written summary

A support vector machine using the proposed downy mildew index classified healthy leaves from progressed infection (DM2) with 80.7% accuracy.

Taxon

Brassica oleraceaBrassica oleraceae0

Treatment

Artificial inoculation using H. brassicae sporangia suspensione2

Interactor

Hyaloperonospora brassicaeHyaloperonospora brassicaee0pathogen

Outcome

accuraciese1

Value

80.7%e1

Qualifier

DM2 (progressed infection)e1

Comparator

healthy leavese1

Not reportedMaterialGeneCompoundOrgan / stageSecond interactorSecond interactor roleSettingDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim

e0

“Downy mildew caused by Hyaloperonospora brassicae is a severe disease in Brassica oleracea”

e1

“The results showed that the classification using a support vector machine achieved accuracies of 71.3%, 80.7%, and 85.3% for distinguishing healthy leaves from DM1 (early infection), DM2 (progressed infection), and DM3 (severe infection) leaves using the proposed downy mildew index”

e2

“Artificial inoculation using H. brassicae sporangia suspension was conducted to induce different levels of downy mildew disease”