Abstract: We derive the channel capacity of colored noise ISI channels by the mutual information of a block based model, where we assume that the receiver samples the received signal at the rate ...

Abstract: Class imbalance, which is common in real-world classification tasks, often leads to biased models favoring majority classes. Data oversampling is a widely used strategy to address this issue ...

New soulslike Wuchang: Fallen Feather has had the most auspicious of launches. Over on Steam, it currently enjoys a 'mostly negative' rating from over 25,000 reviews, and our Tyler reckons that while ...

A startling milestone has been reached in Florida's war against the invasive Burmese pythons eating their way across the Everglades. The Conservancy of Southwest Florida reports it has captured and ...

A binary classification task performed with machine learning in Python. The dataset's target distribution is heavily imbalanced. The model performance was evaluated with F1 scores.

An experimental ‘no-GIL’ build mode in Python 3.13 disables the Global Interpreter Lock to enable true parallel execution in Python. Here’s where to start. The single biggest new feature in Python ...

Despite miles of ground covered as we drove through the Everglades under the cover of darkness, it was impossible to ignore the fact that we hadn’t spotted a single mammal. The expansive wetlands in ...

Vice President Kamala Harris’ growing lead in the polls may be exaggerated by oversampling Democratic voters, and some critics say it’s an intentional bid to bolster her momentum. Democrats are ...

Python is the first programming language to climb to an 18% rating since Java, which rated 18% nearly eight years ago. Python has scored its highest rating ever, 18.04%, in Tiobe’s index of ...

A woman was found dead inside the belly of a snake after it swallowed her whole in central Indonesia last week, police said, the second python killing in the province in a month. Siriati, 36, had gone ...