Data Mining Algorithms: Explained Using R, Wiley, 2015, کتاب

Data Mining Algorithms: Explained Using R, Wiley, 2015 مطالب Part I Preliminaries 11 Tasks 31.1 Introduction 31.1.1 Knowledge 41.1.2 Inference 41.2 Inductive learning tasks 51.2.1 Domain 51.2.2 Instances 51.2.3 Attributes 51.2.4 Target attribute 61.2.5 Input attributes 61.2.6 Training set 61.2.7 Model 71.2.8 Performance 71.2.9 Generalization 81.2.10 Overfitting 81.2.11 Algorithms 81.2.12 Inductive learning as search 91.3 Classification 91.3.1 Concept 101.3.2 Training set 101.3.3 Model 111.3.4 ...