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Smooth Support Vector Machine for Suicide-Related Behaviours Prediction
Suicide-related behaviours need to be prevented on psychiatric patients.Prediction of those behaviours based on patient medical records would bevery useful for the prevention by the psychiatric hospit... [Read More]
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SVM-RFE: selection and visualization of the most relevant features through non-linear kernels | BMC Bioinformatics | Full Text
Support vector machines (SVM) are a powerful tool to analyze data with a number of predictors approximately equal or larger than the number of observations. However, originally, application of SVM to ... [Read More]
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The Genetic Kernel Support Vector Machine: Description and Evaluation | SpringerLink
The Support Vector Machine (SVM) has emerged in recent years as a popular approach to the classification of data. One problem that faces the user of an SVM [Read More]
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Online prediction model based on support vector machine
For time-series forecasting problems, there have been several prediction models to data, but the development of a more accurate model is very difficult because of high non-linear and non-stable re... [Read More]
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Frontiers | Support Vector Machine Analysis of Functional Magnetic Resonance Imaging of Interoception Does Not Reliably Predict Individual Outcomes of Cognitive Behavioral Therapy in Panic Disorder with Agoraphobia | Psychiatry
Background: The approach to apply multivariate pattern analyses (MVPA) based on neuroimaging data for outcome prediction holds out the prospect to improve therapeutic decisions in mental disorders. Pa... [Read More]
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SVM Parameters - Practical Machine Learning Tutorial with Python p.33 - YouTube
In this concluding Support Vector Machine (SVM) tutorial, we cover one last topic, which is how to separate more than 2 classes using either a One-vs-Rest me... [Read More]
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Support vector machine active learning for music retrieval | SpringerLink
Searching and organizing growing digital music collections requires a computational model of music similarity. This paper describes a system for performing [Read More]
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Support Vector Machine - SVM - Classification Implementation for Beginners (using python) - Detailed - YouTube
Steps followed are:----------------------------------------# 1. Introduction to SVM Used SVM to build and train a model using human cell records, and classif... [Read More]
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Support vector machine-based classification of schizophrenia patients and healthy controls using structural magnetic resonance imaging from two independent sites
Structural brain alterations have been repeatedly reported in schizophrenia; however, the pathophysiology of its alterations remains unclear. Multivariate pattern recognition analysis such as support ... [Read More]
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