Data Mining, 3rd Edition

List of Tables

Table 1.1 Contact Lens Data 6

Table 1.2 Weather Data 10

Table 1.3 Weather Data with Some Numeric Attributes 11

Table 1.4 Iris Data 14

Table 1.5 CPU Performance Data 16

Table 1.6 Labor Negotiations Data 17

Table 1.7 Soybean Data 20

Table 2.1 Iris Data as a Clustering Problem 41

Table 2.2 Weather Data with a Numeric Class 42

Table 2.3 Family Tree 44

Table 2.4 Sister-of Relation 45

Table 2.5 Another Relation 47

Table 3.1 New Iris Flower 73

Table 3.2 Training Data for the Shapes Problem 76

Table 4.1 Evaluating Attributes in the Weather Data 87

Table 4.2 Weather Data with Counts and Probabilities 91

Table 4.3 A New Day 92

Table 4.4 Numeric Weather Data with Summary Statistics 95

Table 4.5 Another New Day 96

Table 4.6 Weather Data with ...