A machine learning project implementing three different linear classification algorithms for sentiment analysis of text reviews. The project compares the performance of Perceptron, Average Perceptron, ...

Once he gets started, he won't stop talking about his love of RPGs. This is especially true if you ask them about BioWare RPGs or Baldur's Gate 3. Astarion, Fenris, Gil, Dorian, Alistair, and Kaidan ...

Artificial intelligence (AI) has taken center stage in the tech world, transforming industries and paving the way for a future of limitless possibilities. But amidst all the buzz, you may find ...

I have noticed that for multiclass classification problems, the calculation of the AUC does not work for SVM - Linear Kernel or Ridge Classifier. I have tried adding AUC metrics, e.g. specifying ...

Introduction: Gastric cancer is the fifth most common cancer in the world. At the same time, it is also the fourth most deadly cancer. Early detection of cancer exists as a guide for the treatment of ...

Abstract: State-of-art deep neural networks (DNN) are vulnerable to attacks by adversarial examples: a carefully designed small perturbation to the input, that is imperceptible to human, can mislead ...

Abstract: We present a method for the fast and robust linear classification of badly conditioned data. In our considerations, badly conditioned data are such data which are numerically difficult to ...