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fitcsvm function  (MathWorks Inc)


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    MathWorks Inc fitcsvm function
    Fitcsvm Function, 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
    https://www.bioz.com/product/fitcsvm+function/bio_rxiv__2025__07__10__664245-71-10-13
    Average 90 stars, based on 1 article reviews
    fitcsvm function - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Auditory Cortex Learns to Discriminate Audiovisual Cues through Selective Multisensory Enhancement
    Article Snippet: The SVM classifier was implemented using the ‘fitcsvm’ function in Matlab.

    Article Title: Machine Learning Models of Voxel-Level [ 18 F] Fluorodeoxyglucose Positron Emission Tomography Data Excel at Predicting Progressive Supranuclear Palsy Pathology.
    Article Snippet: Objective: To determine whether a machine learning model of voxel level [f]fluorodeoxyglucose positron emission tomography (PET) data could predict progressive supranuclear palsy (PSP) pathology, as well as outperform currently available biomarkers.. Methods: One hundred and thirty-seven autopsied patients with PSP (n = 42) and other neurodegenerative diseases (n = 95) who underwent antemortem [f]fluorodeoxyglucose PET and 3.0 Tesla magnetic resonance imaging (MRI) scans were analyzed.. A linear support vector machine was applied to differentiate pathological groups with sensitivity analyses performed to assess the influence of voxel size and region removal.

    Article Title: Orbitofrontal cortex influences dopamine dynamics associated with alloparental behavioral acquisition in female mice.
    Article Snippet: To decode whether a pup contact led to a retrieval or nonretrieval outcome (Fig. 2L), we trained a binary SVM classifier using the MATLAB’s fitcsvm function.

    Article Title: Quantitative T1 mapping indicates elevated white matter myelin in children with RASopathies.
    Article Snippet: We used the fitcsvm function for binary classification in MATLAB R2024A to fit the SVM 179 for TD versus RASopathies.

    Article Title: Evidence for an active handoff between cerebral hemispheres during target tracking
    Article Snippet: All models were fit using the fitcsvm function in MATLAB.

    Article Title: The abnormal audiovisual conflict in Parkinson's disease patients is manifested in perception rather than response.
    Article Snippet: These processes were completed using the fitcsvm function in Matlab.

    Article Title: Orbitofrontal cortex influences dopamine dynamics associated with alloparental behavioral acquisition in female mice
    Article Snippet: To decode whether a pup contact led to a retrieval or nonretrieval outcome , we trained a binary SVM classifier using the MATLAB’s fitcsvm function.

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    Article Title: Volitional Attention to Color: Breaking Willed Attention out of the Spatial Domain
    Article Snippet: .. We employed a support vector machine (SVM) pipeline using the fitcsvm() function in MATLAB over each time point, as used in previous decoding studies ( ; ). ..



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