the rf classifier Search Results


forest rf classifier  (MathWorks Inc)
96
MathWorks Inc forest rf classifier
Forest Rf Classifier, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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random forest (rf) classification algorithm  (RStudio)
90
RStudio random forest (rf) classification algorithm
Random Forest (Rf) Classification Algorithm, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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treebagger implementation of the rf classifier  (MathWorks Inc)
90
MathWorks Inc treebagger implementation of the rf classifier
Treebagger Implementation Of The Rf Classifier, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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rf classifier k-mer  (Biotechnology Information)
90
Biotechnology Information rf classifier k-mer
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Rf Classifier K Mer, supplied by Biotechnology Information, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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random forest (rf) classifier  (KNIME GmbH)
90
KNIME GmbH random forest (rf) classifier
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Random Forest (Rf) Classifier, supplied by KNIME GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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“treebagger” classification tool  (MathWorks Inc)
90
MathWorks Inc “treebagger” classification tool
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
“Treebagger” Classification Tool, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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matlab version 2007a  (MathWorks Inc)
90
MathWorks Inc matlab version 2007a
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Matlab Version 2007a, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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ad rf classification model  (Illumina Inc)
90
Illumina Inc ad rf classification model
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Ad Rf Classification Model, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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svml  (MathWorks Inc)
90
MathWorks Inc svml
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
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chi-2 method  (CH Instruments)
90
CH Instruments chi-2 method
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Chi 2 Method, supplied by CH Instruments, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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cnn's softmax  (SoftMax Inc)
90
SoftMax Inc cnn's softmax
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Cnn's Softmax, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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pathway-based rf classification  (BioCarta)
90
BioCarta pathway-based rf classification
Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus <t> pneumoniae </t> genetic variation*
Pathway Based Rf Classification, supplied by BioCarta, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Image Search Results


Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus pneumoniae genetic variation*

Journal: Emerging Infectious Diseases

Article Title: Disease-Associated Streptococcus pneumoniae Genetic Variation

doi: 10.3201/eid3001.221927

Figure Lengend Snippet: Resubstitution estimate and cross-validation results based on random forest models used in study of disease-associated Streptococcus pneumoniae genetic variation*

Article Snippet: For the additional validation analysis that used the best RF classifier k-mer (in srtG1 ), 2 independent datasets of S. pneumoniae genomes with genotype distribution similar to that of our study were available on the National Center for Biotechnology Information Assembly database ( https://www.ncbi.nlm.nih.gov/assembly (data1: 60 noninvasive vs. 60 carriage isolates; data2: 60 invasive versus 60 carriage isolates; the prevalence of the predominant GPSCs [GPSC1 and GPSC321] was 58.3% for noninvasive, 55.0% for invasive and 30.0% for carriage isolates) ( Table 4).

Techniques: