feature selection algorithm, linear discriminant analysis (lda) Search Results


machine learning algorithms  (Genovis Inc)
93
Genovis Inc machine learning algorithms
Machine Learning Algorithms, supplied by Genovis Inc, used in various techniques. Bioz Stars score: 93/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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mutual information feature selection (mifs)  (InfoMax Inc)
90
InfoMax Inc mutual information feature selection (mifs)
The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.
Mutual Information Feature Selection (Mifs), supplied by InfoMax 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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chi-squared test feature selection (chi) algorithm  (CH Instruments)
90
CH Instruments chi-squared test feature selection (chi) algorithm
The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.
Chi Squared Test Feature Selection (Chi) Algorithm, 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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k-best algorithm  (CH Instruments)
90
CH Instruments k-best algorithm
The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.
K Best Algorithm, 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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radiomic feature-based machine learning algorithms linear discriminant analysis  (Cadx Systems Inc)
90
Cadx Systems Inc radiomic feature-based machine learning algorithms linear discriminant analysis
The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.
Radiomic Feature Based Machine Learning Algorithms Linear Discriminant Analysis, supplied by Cadx Systems 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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chi2 algorithm  (CH Instruments)
90
CH Instruments chi2 algorithm
Interpretation of ranking classification using five different machine learning algorithms.
Chi2 Algorithm, 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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decision tree j48 algorithm  (KNIME GmbH)
90
KNIME GmbH decision tree j48 algorithm
Interpretation of ranking classification using five different machine learning algorithms.
Decision Tree J48 Algorithm, 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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bssa: binary salp swarm algorithm with hybrid data transformation for feature selection  (IEEE Access)
90
IEEE Access bssa: binary salp swarm algorithm with hybrid data transformation for feature selection
Interpretation of ranking classification using five different machine learning algorithms.
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ibda: improved binary dragonfly algorithm with evolutionary population dynamics and adaptive crossover for feature selection  (IEEE Access)
90
IEEE Access ibda: improved binary dragonfly algorithm with evolutionary population dynamics and adaptive crossover for feature selection
Interpretation of ranking classification using five different machine learning algorithms.
Ibda: Improved Binary Dragonfly Algorithm With Evolutionary Population Dynamics And Adaptive Crossover For Feature Selection, supplied by IEEE Access, 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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hybrid feature selection algorithm chi-rfe-shap  (CH Instruments)
90
CH Instruments hybrid feature selection algorithm chi-rfe-shap
Interpretation of ranking classification using five different machine learning algorithms.
Hybrid Feature Selection Algorithm Chi Rfe Shap, 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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rf_boruta  (RStudio)
90
RStudio rf_boruta
Interpretation of ranking classification using five different machine learning algorithms.
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chi-square  (CH Instruments)
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CH Instruments chi-square
Interpretation of ranking classification using five different machine learning algorithms.
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Image Search Results


The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.

Journal: Scientific Reports

Article Title: An effective feature selection approach based on hybrid Grey Wolf Optimizer and Genetic Algorithm for hyperspectral image

doi: 10.1038/s41598-024-84934-8

Figure Lengend Snippet: The OA, Kappa coefficient and accuracy of each class for Indian pines dataset.

Article Snippet: The algorithms include Mutual Information Feature Selection (MIFS) , Joint Mutual Information (JMI) , Conditional Mutual Information Maximization (CMIM) , mRMR , Interaction Capping (ICAP) , Conditional Infomax Feature Extraction (CIFE) , and ReliefF .

Techniques:

The OA, Kappa coefficient and accuracy of each class for KSC dataset.

Journal: Scientific Reports

Article Title: An effective feature selection approach based on hybrid Grey Wolf Optimizer and Genetic Algorithm for hyperspectral image

doi: 10.1038/s41598-024-84934-8

Figure Lengend Snippet: The OA, Kappa coefficient and accuracy of each class for KSC dataset.

Article Snippet: The algorithms include Mutual Information Feature Selection (MIFS) , Joint Mutual Information (JMI) , Conditional Mutual Information Maximization (CMIM) , mRMR , Interaction Capping (ICAP) , Conditional Infomax Feature Extraction (CIFE) , and ReliefF .

Techniques:

The OA, Kappa coefficient and accuracy of each class for Botswana dataset.

Journal: Scientific Reports

Article Title: An effective feature selection approach based on hybrid Grey Wolf Optimizer and Genetic Algorithm for hyperspectral image

doi: 10.1038/s41598-024-84934-8

Figure Lengend Snippet: The OA, Kappa coefficient and accuracy of each class for Botswana dataset.

Article Snippet: The algorithms include Mutual Information Feature Selection (MIFS) , Joint Mutual Information (JMI) , Conditional Mutual Information Maximization (CMIM) , mRMR , Interaction Capping (ICAP) , Conditional Infomax Feature Extraction (CIFE) , and ReliefF .

Techniques:

Interpretation of ranking classification using five different machine learning algorithms.

Journal: Frontiers in Public Health

Article Title: Predicting mechanical neck pain intensity in computer professionals using machine learning: identification and correlation of key features

doi: 10.3389/fpubh.2024.1307592

Figure Lengend Snippet: Interpretation of ranking classification using five different machine learning algorithms.

Article Snippet: It utilizes mutual information (MI) and redundancy measures for feature selection.Chi2 Algorithm (Chi-Square) Chi2 assesses the independence between categorical features and the target variable by comparing observed and expected frequencies in a contingency table.

Techniques: