Feb 24, 2022 · Previous studies show that One-Class Support Vector Machine (OCSVM) can outperform two-class classifiers for within-project defect prediction.
Previous studies show that One-Class Support Vector Machine (OCSVM) can outperform two-class classifiers for within-project defect prediction.
Mar 23, 2024 · Previous studies show that One-Class Support Vector Machine (OCSVM) can outperform two-class classifiers for within-project defect prediction, ...
Abstract—Defect prediction aims at identifying software com- ponents that are likely to cause faults before a software is made available to the end-user.
On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios. Who. Rebecca Moussa, Danielle Azar, Federica Sarro. Track.
One-Class SVM shows mixed results in defect prediction scenarios, outperforming some traditional classifiers but not consistently.
Preliminary results obtained in prior work show that One-Class Support Vector Machine (OCSVM) can outperform two-class classifiers for defect prediction. If ...
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Article "On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios" Detailed information of the J-GLOBAL is an ...
Apr 2, 2024 · The One-Class Support Vector Machine (SVM) is a variant of the traditional SVM. It is specifically tailored to detect anomalies.
May 24, 2024 · One-Class Support Vector Machine is a special variant of Support Vector Machine that is primarily designed for outlier, anomaly, or novelty detection.