1 Table of Contents: “...1 Introduction -- 1.1 What is Selectivity? -- 1.2 The aims and accomplishments of Selectivity...”

2 Table of Contents: “... and Geometrical Foundations -- 2 Robust Regression Methods and Model Selection -- 3 Robust Measures of Evidence...”

3 Table of Contents: “... lengths -- Appendix B: Linear regression or finding the best straight line -- Appendix C: Dielectric...”

4 Table of Contents: “... and Auxiliary Hardware -- Thermal and Corrosive Aspects of Processing Molten Magnesium -- Process Theory...”

5 Table of Contents: “... metals (PGMs) for permanent implantable electronic devices; 6.1 Introduction; 6.2 The advantages...”

6 Table of Contents: “...Regression Techniques -- R-squared and P-value -- Selecting a Regression Model -- Decision Trees...”

7 Table of Contents: “...10. Representing and Mining Text -- Fundamental concepts: The importance of constructing mining...”

8 Table of Contents: “...1. How to Use This Book -- 2. Basic Physics -- 3. Fundamentals of ESD Control -- 4. Real...”

9 Table of Contents: “... Stability -- 5.10 Other KernelClassification Algorithms -- 6 Regression Methods -- 6.1 Introduction -- 6.2...”

10 Table of Contents: “...Chapter 6: Linear Regression and Gradient Descent -- Understanding the regression task...”

11 Table of Contents: “... 4 Implementing Machine Learning on Mobile Apps -- Device-Based vs. Server-Based Approaches -- Apple...”

12 Table of Contents: “.... Confidence Intervals and Comparison Tests -- Chapter 9. Correlation & Regression Analysis -- Chapter 10...”

13 Table of Contents: “... -- 4.1. Alloys and Phase Diagrams -- 4.2. Imperfections and Strengthening Mechanisms -- 4.3. Corrosion...”

14 Table of Contents: “... -- Mapping Numeric Values -- Mapping Categorical Values -- Feature Selection -- Class Imbalance...”

15 Table of Contents: “... for Image Fingerprinting -- Neural Recognition and Genetic Features Selection for Robust Detection of E-Mail...”

16 Table of Contents: “... of Self-Organization -- 5.8 Automatic Selection of Feature Dimensions -- 6. Optimal Associative Mappings...”

17 Table of Contents: “... Spectrometry -- 8.4.Refractometry -- 8.5.Spectroscopy -- 8.5.1.Historical -- 8.5.2.Fundamentals -- 8.5.3.IR...”

18 Table of Contents: “... Data Sources -- 6.2.2 Selection of Studies -- 6.2.3 Data Extraction and Mapping Process -- 6.2.4...”

19 Table of Contents: “... Integrated gasification combined cycle; 2.4.4 Solar hybrid; 2.5 Conclusion; Reference; 3 Fundamentals...”

20 Table of Contents: “...24.5.3. Catalytic hydrodechlorination of selected polychlorinated biphenyls -- 24.5.4...”