Abstract: The class imbalance issue has been a persistent problem in machine learning that hinders the accurate predictive analysis of data in many real-world applications. The class imbalance problem ...

Abstract: The existing noise detection methods required the classifiers or distance measurements or data overall distribution, and ‘curse of dimensionality’ and other restrictions made them ...

Generate PHP mixin interfaces from class namespaces, so IDEs can autocomplete __call-based fluent builder chains. When a builder resolves method calls dynamically, IDEs can't see the available methods ...

POTTSVILLE — Once the first quarter ended Saturday afternoon, Crestwood became a tick faster than Lampeter-Strasburg. And, at times, two or three ticks faster. The end result was a second consecutive ...