Support Vector Machines
Content related to support vector machines (SVM) spans various applications in machine learning, focusing on their effectiveness in classification and regression tasks across diverse domains. Key studies explore SVM's role in text categorization, medical diagnostics (such as obstructive sleep apnea and breast cancer), financial risk assessment, and anomaly detection in utility consumption. Additionally, discussions cover the theoretical underpinnings, advantages, and optimization techniques of SVM while comparing its performance with other algorithms. Overall, SVM serves as a vital tool in enhancing predictive accuracy and classification efficacy.
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Survey and comparative analysis of phishing detection techniques: current trends, challenges, and future directions
Survey and comparative analysis of phishing detection techniques: current trends, challenges, and future directions1w ago, 0 views
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User sentiment dynamics in social media: a comparative analysis of X and Threads
User sentiment dynamics in social media: a comparative analysis of X and Threads2w ago, 1 view
2w ago, 1 view -
Intelligent cervical cancer detection: empowering healthcare with machine learning algorithms
Intelligent cervical cancer detection: empowering healthcare with machine learning algorithms2w ago, 3 views
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Indonesian sentiment towards global economic recession in 2023 using optimized hyperparameters of support vector machine kernels
Indonesian sentiment towards global economic recession in 2023 using optimized hyperparameters of support vector machine kernels3w ago, 0 views
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Hybridization of DBN with SVM and its Impact on Performance in Multi-Document Summarization
Hybridization of DBN with SVM and its Impact on Performance in Multi-Document Summarization4w ago, 7 views
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Machine Learning and Applications: An International Journal (MLAIJ) – H- Index -14
Machine Learning and Applications: An International Journal (MLAIJ) – H- Index -144w ago, 4 views
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Enhancing ultrasound-guided brachial plexus nerve localization with ResNet50 and support vector machine
Enhancing ultrasound-guided brachial plexus nerve localization with ResNet50 and support vector machine4w ago, 6 views
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WEKA-based machine learning for traffic congestion prediction in Amman City
WEKA-based machine learning for traffic congestion prediction in Amman City1m ago, 6 views
1m ago, 6 views -
WEKA-based machine learning for traffic congestion prediction in Amman City
WEKA-based machine learning for traffic congestion prediction in Amman City1m ago, 9 views
1m ago, 9 views -
Machine learning algorithms for breast cancer analysis: performance and accuracy comparison
Machine learning algorithms for breast cancer analysis: performance and accuracy comparison1m ago, 7 views
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Predicting levels of legal case difficulties using machine learning
Predicting levels of legal case difficulties using machine learning1m ago, 7 views
1m ago, 7 views -
Machine Learning and Applications: An International Journal (MLAIJ)
Machine Learning and Applications: An International Journal (MLAIJ)1m ago, 1 view
1m ago, 1 view -
STUDY OF NAMED ENTITY RECOGNITION FOR INDIAN LANGUAGES
STUDY OF NAMED ENTITY RECOGNITION FOR INDIAN LANGUAGES2m ago, 9 views
2m ago, 9 views -
Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations
Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations2m ago, 13 views
2m ago, 13 views -
Emergency patient forecasting with models based on support vector machines
Emergency patient forecasting with models based on support vector machines2m ago, 3 views
2m ago, 3 views -
Hourly Flood Forecasting Using Hybrid Wavelet-SVM
Hourly Flood Forecasting Using Hybrid Wavelet-SVM2m ago, 12 views
2m ago, 12 views -
Predicting Highway Construction Costs: Comparison of the Performance of Random Forest, Neural Network and Support Vector Machine Models
Predicting Highway Construction Costs: Comparison of the Performance of Random Forest, Neural Network and Support Vector Machine Models2m ago, 13 views
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Performance Evaluation of Machine Learning Models in Predicting Dry and Wet Climatic Phases
Performance Evaluation of Machine Learning Models in Predicting Dry and Wet Climatic Phases3m ago, 7 views
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