![]() ![]() PART II DATA EXPLORATION AND DIMENSION REDUCTIONģ.3 Basic Charts: Bar Charts, Line Graphs, and Scatterplots 54ĭistribution Plots: Boxplots and Histograms 56 Predicting Home Values in a Boston Neighborhood 29ĭata Mining Software Tools: the State of theMarket by Herb Edelstein 41 ![]() Partitioning Data for Crossvalidation in JMP Pro 27Ģ.6 Building a Predictive Model with JMP Pro 29 Oversampling Rare Events in Classification Tasks 19 Using JMP Pro, Statistical Discovery Software from SAS 11Īssociation Rules and Recommendation Systems 15ĭata Reduction and Dimension Reduction 16 The book is also a one-of-a-kind resource for data scientists, analysts, researchers, and practitioners working with analytics in the fields of management, finance, marketing, information technology, healthcare, education, and any other data-rich field.ġ.6 Why Are There So Many Different Methods? 7
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