Graphics Reference
In-Depth Information
Table 9.1
Discretizers
Complete name
Abbr. name
Reference Complete name
Abbr. name
Reference
Equal Width Discretizer
EqualWidth
[
115
]
No name specified
Butterworth04
[
18
]
Equal Frequency Discretizer
EqualFrequency
[
115
]
No name specified
Zhang04
[
124
]
No name specified
Chou91
[
27
]
Khiops
Khiops
[
15
]
Adaptive Quantizer
AQ
[
21
]
Class-Attribute Interdependence
Maximization
CAIM
[
70
]
Discretizer 2
D2
[
19
]
Extended Chi2
Extended Chi2
[
101
]
ChiMerge
ChiMerge
[
68
]
Heterogeneity Discretizer
Heter-Disc
[
78
]
One-Rule Discretizer
1R
[
59
]
Unsupervised Correlation Preserving
Discretizer
UCPD
[
81
]
Iterative Dichotomizer 3 Discretizer
ID3
[
92
]
No name specified
Multi-MDL
[
42
]
Minimum Description Length Principle
MDLP
[
41
]
Difference Similitude Set Theory Discretizer
DSST
[
116
]
Valley
Va l l ey
[
108
,
109
] Multivariate Interdependent Discretizer
MIDCA
[
22
]
Class-Attribute Dependent Discretizer
CADD
[
24
]
MODL
MODL
[
16
]
ReliefF Discretizer
ReliefF
[
69
]
Information Theoretic Fuzzy Partitioning
ITFP
[
6
]
Class-driven Statistical Discretizer
StatDisc
[
94
]
No name specified
Wu06
[
118
]
No name specified
NBIterative
[
87
]
Fast Independent Component Analysis
FastICA
[
67
]
Boolean Reasoning Discretizer
BRDisc
[
86
]
Linear Program Relaxation
LP-Relaxation
[
37
]
Minimum Description Length Discretizer MDL-Disc
[
89
]
Hellinger-Based Discretizer
HellingerBD
[
72
]
Bayesian Discretizer
Bayesian
[
119
]
Distribution Index-Based Discretizer
DIBD
[
117
]
No name specified
Friedman96
[
45
]
Wrapper Estimation of Distribution Algorithm WEDA
[
43
]
Cluster Analysis Discretizer
ClusterAnalysis
[
26
]
Clustering + Rought Sets Discretizer
Cluster-RS-Disc
[
100
]
Zeta
Zeta
[
58
]
Interval Distance Discretizer
IDD
[
96
]
Distance-based Discretizer
Distance
[
20
]
Class-Attribute Contingency Coefficient
CACC
[
106
]
Finite Mixture Model Discretizer
FMM
[
102
]
Rectified Chi2
Rectified Chi2
[
91
]
