The contributed chapter covers an analysis of a random regression forest (implemented in the ranger package) on data extracted from the FIFA video game.
In more detail, the following methods for explainable machine learning are showcased:
Dataset level exploration: Feature importance and Partial dependency plots.
Przemysław Biecek and Szymon Maksymiuk added a new chapter to the mlr3 book on how to analyze machine learning models fitted with mlr3 using the excellent DALEX package. The contributed chapter covers an analysis of a random regression forest (impl...
Przemysław Biecek and Szymon Maksymiuk added a new chapter to the mlr3 book on how to analyze machine learning models fitted with mlr3 using the excellent DALEX package. The contributed chapter covers an analysis of a random regression forest (imp...
Based on our experience in the area of Responsible Machine Learning, developed a unique two-day hands-on training. Jump into the topic of eXplainable Artificial Intelligence with our trainers.The training is conducted once a month in small groups onlin...