multiclass linear discriminant classifiers Search Results


multiclass problem  (SoftMax Inc)
90
SoftMax Inc multiclass problem
Multiclass Problem, 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
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/multiclass+problem/10__14569_slash_ijacsa__2024__0150226-190-3-0
Average 90 stars, based on 1 article reviews
multiclass problem - by Bioz Stars, 2026-08
90/100 stars
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dataset multiclass penyakit  (Kaggle Inc)
86
Kaggle Inc dataset multiclass penyakit
Dataset Multiclass Penyakit, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/dataset+kaggle+osteoporosis/pmc13125242-123-33-37
Average 86 stars, based on 1 article reviews
dataset multiclass penyakit - by Bioz Stars, 2026-08
86/100 stars
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alzheimer s multiclass dataset  (Kaggle Inc)
86
Kaggle Inc alzheimer s multiclass dataset
Alzheimer S Multiclass Dataset, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/alzheimer%E2%80%99s/10__53894_slash_ijirss__v8i5__8765-89-4-8
Average 86 stars, based on 1 article reviews
alzheimer s multiclass dataset - by Bioz Stars, 2026-08
86/100 stars
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efficientnet multiclass  (EyePACS LLC)
90
EyePACS LLC efficientnet multiclass
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Efficientnet Multiclass, supplied by EyePACS LLC, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/efficientnet/pmc11410932-227-21-24
Average 90 stars, based on 1 article reviews
efficientnet multiclass - by Bioz Stars, 2026-08
90/100 stars
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multiclass.roc function  (RStudio)
90
RStudio multiclass.roc function
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Multiclass.Roc Function, 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
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/multiclass+roc+function/pm40338968-221-6-15
Average 90 stars, based on 1 article reviews
multiclass.roc function - by Bioz Stars, 2026-08
90/100 stars
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multiclass neural network  (RStudio)
90
RStudio multiclass neural network
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Multiclass Neural Network, 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
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/multiclass+neural+network/pm38236173-166-20-27
Average 90 stars, based on 1 article reviews
multiclass neural network - by Bioz Stars, 2026-08
90/100 stars
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multiclass manner  (Kaggle Inc)
86
Kaggle Inc multiclass manner
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Multiclass Manner, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/manner+multiclass/10__1016_slash_j__ipm__2021__102524-144-17-2
Average 86 stars, based on 1 article reviews
multiclass manner - by Bioz Stars, 2026-08
86/100 stars
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multiclass svm classifie  (Rajshahi City)
86
Rajshahi City multiclass svm classifie
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Multiclass Svm Classifie, supplied by Rajshahi City, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/classifie+multiclass+svm/10__52783_slash_jisem__v10i40s__7546-455-15-30
Average 86 stars, based on 1 article reviews
multiclass svm classifie - by Bioz Stars, 2026-08
86/100 stars
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xsl•fo renderx  (RenderX Inc)
90
RenderX Inc xsl•fo renderx
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Xsl•Fo Renderx, supplied by RenderX Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/xsl%E2%80%A2fo+renderx/pm39353184-35-12-13
Average 90 stars, based on 1 article reviews
xsl•fo renderx - by Bioz Stars, 2026-08
90/100 stars
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myco6in1þ  (Vicam Inc)
90
Vicam Inc myco6in1þ
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Myco6in1þ, supplied by Vicam Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/myco6in1%C3%BE/pm34459902-196-6-10
Average 90 stars, based on 1 article reviews
myco6in1þ - by Bioz Stars, 2026-08
90/100 stars
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chennai multiclass fundamental diagrams  (Chennai Corporation)
86
Chennai Corporation chennai multiclass fundamental diagrams
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Chennai Multiclass Fundamental Diagrams, supplied by Chennai Corporation, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/chennai+diagrams+fundamental+multiclass/arxiv__2408__02353-259-6-6
Average 86 stars, based on 1 article reviews
chennai multiclass fundamental diagrams - by Bioz Stars, 2026-08
86/100 stars
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dataset multiclass  (Kaggle Inc)
86
Kaggle Inc dataset multiclass
Accuracy of each architecture for each dataset for <t>multiclass</t> problem (> 90% dark, > 80% medium otherwise light).
Dataset Multiclass, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/multiclass+linear+discriminant+classifiers/classification+dataset+fetal+health/pm41820587-56-34-38
Average 86 stars, based on 1 article reviews
dataset multiclass - by Bioz Stars, 2026-08
86/100 stars
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Image Search Results


Accuracy of each architecture for each dataset for multiclass problem (> 90% dark, > 80% medium otherwise light).

Journal: Scientific Reports

Article Title: A comparative evaluation of deep learning approaches for ophthalmology

doi: 10.1038/s41598-024-72752-x

Figure Lengend Snippet: Accuracy of each architecture for each dataset for multiclass problem (> 90% dark, > 80% medium otherwise light).

Article Snippet: The comparison showed that there are few disadvantages to using grading over multiclass classification, especially since the accuracy is similar (85% for EfficientNet multiclass Eyepacs versus 88% for grading).

Techniques:

Original ACRIMA glaucoma image and the heatmap generated from EfficientNet.

Journal: Scientific Reports

Article Title: A comparative evaluation of deep learning approaches for ophthalmology

doi: 10.1038/s41598-024-72752-x

Figure Lengend Snippet: Original ACRIMA glaucoma image and the heatmap generated from EfficientNet.

Article Snippet: The comparison showed that there are few disadvantages to using grading over multiclass classification, especially since the accuracy is similar (85% for EfficientNet multiclass Eyepacs versus 88% for grading).

Techniques: Generated

List of architectures and accuracy (in %) of each dataset for multiclass problem.

Journal: Scientific Reports

Article Title: A comparative evaluation of deep learning approaches for ophthalmology

doi: 10.1038/s41598-024-72752-x

Figure Lengend Snippet: List of architectures and accuracy (in %) of each dataset for multiclass problem.

Article Snippet: The comparison showed that there are few disadvantages to using grading over multiclass classification, especially since the accuracy is similar (85% for EfficientNet multiclass Eyepacs versus 88% for grading).

Techniques:

Performance metrics of grading classifiers.

Journal: Scientific Reports

Article Title: A comparative evaluation of deep learning approaches for ophthalmology

doi: 10.1038/s41598-024-72752-x

Figure Lengend Snippet: Performance metrics of grading classifiers.

Article Snippet: The comparison showed that there are few disadvantages to using grading over multiclass classification, especially since the accuracy is similar (85% for EfficientNet multiclass Eyepacs versus 88% for grading).

Techniques:

Accuracy (in %) of CNN classifiers on different 2D OCT datasets.

Journal: Scientific Reports

Article Title: A comparative evaluation of deep learning approaches for ophthalmology

doi: 10.1038/s41598-024-72752-x

Figure Lengend Snippet: Accuracy (in %) of CNN classifiers on different 2D OCT datasets.

Article Snippet: The comparison showed that there are few disadvantages to using grading over multiclass classification, especially since the accuracy is similar (85% for EfficientNet multiclass Eyepacs versus 88% for grading).

Techniques: