Tóm tắt

Getting Started with Data Mining: Introducing data mining; Using Python and the IPython Notebook; Installing Python; Installing IPython; Installing scikit-learn; A simple affinity analysis example; What is affinity analysis?; Product recommendations; Loading the dataset with NumPy 8Implementing a simple ranking of rules; Ranking to find the best rules; A simple classification example; What is classification?; Loading and preparing the dataset; Implementing the OneR algorithm; Testing the algorithm; Summary -- Chapter 2: Classifying with scikit-learn Estimators; scikit-learn estimators; Nearest neighbors; Distance metrics; Loading the dataset; Moving towards a standard workflow; Running the algorithm; Setting parameters