1 Table of Contents: “...Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table...”

2 Table of Contents: “...Data for Data Mining -- to Classification: Na¨ive Bayes and Nearest Neighbour -- Using Decision...”

3 Table of Contents: “... with machine learning -- Credits -- About the Author -- About the Reviewer -- Customer Feedback -- Table...”

4 Table of Contents: “...Table of Contents Cybercrime, APT Attacks, and Research Strategies A Crash Course in Assembly...”

5 Table of Contents: “...Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table...”

6 Table of Contents: “... with decision trees; Decision trees -- pros and cons; Spam detection with Naive Bayes; Advantages of Naive Bayes...”

7 Table of Contents: “...; Calculating centers of a distribution; Measuring the spread; Higher population moments; Using frequency tables...”

8 Table of Contents: “...; Naïve Bayes Classifier; Support Vector Machine; Artificial Neural Networks; K-Means Clustering; Summary...”

9 Table of Contents: “... and Leaning -- Classifier Adaptation with Non-representative Training Data -- A Learning Pseudo Bayes...”

10 Table of Contents: “... Analysis and Finite Mixture Models -- Visualizing Contingency Tables -- Mosaic Plots and Their Variants...”

11 Table of Contents: “...Cover; Copyright; Table of Contents; Preface; Who Should Read This Book?; Scope of the Book...”

12 Table of Contents: “... ... ; Chapter 4. Analyzing Open Data for Fun (and Profit?), Part 2; Implementing Table and Line Chart...”

13 Table of Contents: “...Preface -- Froward -- Table of Contents -- Part 1 Multimedia Security -- 1. Information...”

14 Table of Contents: “...Intro -- Table of Contents -- About the Authors -- About the Technical Reviewer -- Acknowledgments...”

15 Table of Contents: “... Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher...”

16 Table of Contents: “... Bayes; Linear Models; Deep Networks; Chapter 6. Hadoop MapReduce; Hadoop Distributed File System...”

17 Table of Contents: “...Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table...”

18 Table of Contents: “...Cover -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface...”

19 “... the Map interface, using a hash table and binary search tree Build a simple web search engine with a...”

20 Table of Contents: “... or not -- Two-class bayes point machine -- Two-class neural network with parameter sweeping -- Predicting adult...”