Explainable Artificial Intelligence (now fancily abbreviated as XAI) is a growing trend in the latest years. It is a logical consequence of the development of predictive algorithms of evergrowing complexity, namely deep learning systems such as CNNs. Such systems are undoubtedly qualified as black-boxes, because they don't provide a straightforward interpretation of their decisions. You … Continue reading Explainable Machine Learning with Lasso Logistic Regression →