ISO/IEC 13249-6:2002

Information technology — Database languages — SQL multimedia and application packages — Part 6: Data mining

ISO/IEC 13249-6:2002 specifies an interface for data mining to enable standard access to and storage and manipulation of typical data structures in data mining. ISO/IEC 13249-6:2002 specifies user-defined types for the four major data mining functions association rules, clustering, classification, and regression, routines to manipulate these user-defined types to allow setting parameters for mining activities, training of mining models, testing of mining models, and application of mining models, user-defined types for data structures common across these data mining functions to capture metadata for data mining input. ISO/IEC 13249-6:2002 provides for interchange of data mining models so that models built on one system can be imported and deployed in other environments.

Technologies de l'information — Langages de bases de données — Multimédia SQL et paquetages d'application — Partie 6: Exploration de données

General Information

• Status: Withdrawn
• Publication Date: 01-Dec-2002
• Withdrawal Date: 01-Dec-2002
• ICS: 35.060 - Languages used in information technology
• Technical Committee: ISO/IEC JTC 1/SC 32 - Data management and interchange
• Drafting Committee: ISO/IEC JTC 1/SC 32 - Data management and interchange
• Current Stage: 9599 - Withdrawal of International Standard
• Completion Date: 25-Oct-2006

Relations

• Revised: ISO/IEC 13249-6:2006 - Information technology — Database languages — SQL multimedia and application packages — Part 6: Data mining
• Effective Date: 15-Apr-2008

Standards Content (Sample)

INTERNATIONAL ISO/IEC
STANDARD 13249-6
First edition
2002-12-01

Information technology — Database
languages — SQL multimedia and
application packages —
Part 6:
Data mining
Technologies de l'information — Langages de bases de données —
Multimédia SQL et paquetages d'application —
Partie 6: Exploration de données




Reference number
ISO/IEC 13249-6:2002(E)
©
 ISO/IEC 2002

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ISO/IEC 13249-6:2002(E)
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©  ISO/IEC 2002
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ii © ISO/IEC 2002 – All rights reserved

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ISO/IEC 13249-6:2002(E)
Contents Page

Foreword. viii
Introduction . ix
1 Scope . 1
2 Normative references . 2
2.1 International standards. 2
2.2 Publicly-available specifications . 2
3 Definitions, notations, and conventions . 3
3.1 Definitions . 3
3.1.1 Definitions provided in Part 1. 3
3.1.2 Definitions provided in Part 6. 3
3.2 Notations . 7
3.2.1 Notations provided in Part 1. 7
3.2.2 Notations provided in Part 6. 8
3.3 Conventions . 8
4 Concepts. 9
4.1 Data mining techniques . 9
4.2 Computational patterns . 9
4.2.1 Training phase . 9
4.2.2 Application phase. 10
4.2.3 Testing phase. 10
4.3 Mapping on user-defined types . 11
4.3.1 Target application. 11
4.3.2 The relationships of the user-defined types. 11
4.3.3 User-defined types that are not related to mining techniques . 12
4.3.4 User-defined types that are related to mining techniques. 13
5 Data Mining Model Types. 15
5.1 DM_RuleModel Type and Routines. 15
5.1.1 DM_RuleModel Type. 15
5.1.2 DM_impRuleModel Method.16
5.1.3 DM_expRuleModel Method.17
5.1.4 DM_getNumRules Method .18
5.1.5 DM_getRuleBldTask method. 19
5.2 DM_ClusteringModel Type and Routines. 20
5.2.1 DM_ClusteringModel Type. 20
5.2.2 DM_impClusModel Method. 22
5.2.3 DM_expClusModel Method.23
5.2.4 DM_getNumClusters Method. 24
5.2.5 DM_applyClusModel Method. 25
5.2.6 DM_getClusTask method. 26
5.2.7 DM_getClusMdlSpec method . 27
5.3 DM_RegressionModel Type and Routines. 28
5.3.1 DM_RegressionModel Type.28
5.3.2 DM_impRegModel Method.30
5.3.3 DM_expRegModel Method.31
5.3.4 DM_applyRegModel Method. 32
5.3.5 DM_testRegModel Method. 33
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ISO/IEC 13249-6:2002(E)
5.3.6 DM_getRegRSquared method .34
5.3.7 DM_getRegTask method .35
5.3.8 DM_getRegMdlSpec method .36
5.3.9 DM_getRegTarget method .37
5.4 DM_ClasModel Type and Routines .38
5.4.1 DM_ClasModel Type .38
5.4.2 DM_impClasModel Method .40
5.4.3 DM_expClasModel Method .41
5.4.4 DM_applyClasModel Method .42
5.4.5 DM_testClasModel Method .43
5.4.6 DM_getClasCostRate method.44
5.4.7 DM_getClasTask method .45
5.4.8 DM_getClasMdlSpec method.46
5.4.9 DM_getClasTarget method .47
5.5 DM_ClusApplTask Type and Routines .48
5.5.1 DM_ClusApplTask Type .48
5.5.2 DM_defClusApplTask Method .50
5.5.3 DM_getClusApplMdl Method .51
5.5.4 DM_getClusApplData Method.52
5.5.5 DM_getClusOutpData Method .53
5.5.6 DM_getClusResFld method .54
5.5.7 DM_applyClusMdl method .55
5.6 DM_RegTestTask Type and Routines.56
5.6.1 DM_RegTestTask Type.56
5.6.2 DM_defRegTestTask Method.57
5.6.3 DM_getRegTestData Method .58
5.6.4 DM_getRegTestMdl Method.59
5.6.5 DM_testRegMdl Method .60
5.7 DM_RegApplTask Type and Routines .61
5.7.1 DM_RegApplTask Type .61
5.7.2 DM_defRegApplTask Method .63
5.7.3 DM_getRegApplMdl Method .64
5.7.4 DM_getRegApplData Method.65
5.7.5 DM_getRegOutpData Method .66
5.7.6 DM_getRegResFld method .67
5.7.7 DM_applyRegMdl method .68
5.8 DM_ClasTestTask Type and Routines.69
5.8.1 DM_ClasTestTask Type.69
5.8.2 DM_defClasTestTask Method .70
5.8.3 DM_getClasTestData Method .71
5.8.4 DM_getClasTestMdl Method .72
5.8.5 DM_testClasMdl Method.73
5.9 DM_ClasApplTask Type and Routines .74
5.9.1 DM_ClasApplTask Type .74
5.9.2 DM_defClasApplTask Method .76
5.9.3 DM_getClasApplMdl Method .77
5.9.4 DM_getClasApplData Method.78
5.9.5 DM_getClasOutpData Method .79
5.9.6 DM_getClasResFld method .80
5.9.7 DM_applyClasMdl method .81
6 Data Mining Settings Types .82
6.1 DM_ClasSettings Type and Routines .82
6.1.1 DM_ClasSettings Type .82
6.1.2 DM_impClasSettings Method .85
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ISO/IEC 13249-6:2002(E)
6.1.3 DM_expClasSettings Method . 86
6.1.4 DM_setClasCostRate Method. 87
6.1.5 DM_getClasCostRate Method. 88
6.1.6 DM_setClasCost Method. 89
6.1.7 DM_getClasCost Method . 90
6.1.8 DM_useClasDataSpec Method . 91
6.1.9 DM_getClasDataSpec Method. 92
6.1.10 DM_setClasTarget Method. 93
6.1.11 DM_getClasTarget Method. 94
6.2 DM_ClusSettings Type and Routines. 95
6.2.1 DM_ClusSettings Type. 95
6.2.2 DM_impClusSettings Method. 98
6.2.3 DM_expClusSettings Method . 99
6.2.4 DM_setMaxNumClus Method . 100
6.2.5 DM_getMaxNumClus Method . 101
6.2.6 DM_setFldWeight Method. 102
6.2.7 DM_getFldWeight Method. 103
6.2.8 DM_setFldSimScale Method. 104
6.2.9 DM_getFldSimScale Method. 105
6.2.10 DM_useClusDataSpec Method . 106
6.2.11 DM_getClusDataSpec Method . 107
6.3 DM_RegSettings Type and Routines. 108
6.3.1 DM_RegSettings Type. 108
6.3.2 DM_impRegSettings Method. 110
6.3.3 DM_expRegSettings Method . 111
6.3.4 DM_setRegRSquared Method . 112
6.3.5 DM_getRegRSquared Method . 113
6.3.6 DM_useRegDataSpec Method. 114
6.3.7 DM_getRegDataSpec Method. 115
6.3.8 DM_setRegTarget Method . 116
6.3.9 DM_getRegTarget Method . 117
6.4 DM_RuleSettings Type and Routines. 118
6.4.1 DM_RuleSettings Type. 118
6.4.2 DM_impRuleSettings Method. 121
6.4.3 DM_expRuleSettings Method . 122
6.4.4 DM_setMinSupport Method . 123
6.4.5 DM_getMinSupport Method. 124
6.4.6 DM_setMinConf Method. 125
6.4.7 DM_getMinConf Method. 126
6.4.8 DM_setMaxLength Method . 127
6.4.9 DM_getMaxLength Method. 128
6.4.10 DM_useRuleDataSpec Method . 129
6.4.11 DM_getRuleDataSpec Method . 130
6.4.12 DM_setGroup Method. 131
6.4.13 DM_getGroup Method. 132
6.5 DM_ClasBldTask Type and Routines . 133
6.5.1 DM_ClasBldTask Type . 133
6.5.2 DM_defClasBldTask Method . 135
6.5.3 DM_getClasTrnData Method. 136
6.5.4 DM_getClasValData Method . 137
6.5.5 DM_getClasSettings Method . 138
6.5.6 DM_buildClasModel Method. 139
6.6 DM_RuleBldTask type and Routines . 140
6.6.1 DM_RuleBldTask Type . 140
6.6.2 DM_defRuleBldTask Method . 141
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ISO/IEC 13249-6:2002(E)
6.6.3 DM_getRuleTrnData Method.142
6.6.4 DM_getRuleSettings Method .143
6.6.5 DM_buildRuleModel Method.144
6.7 DM_RegBldTask type and Routines .145
6.7.1 DM_RegBldTask Type .145
6.7.2 DM_defRegBldTask Method .147
6.7.3 DM_getRegTrnData Method.148
6.7.4 DM_getRegValData Method .149
6.7.5 DM_getRegSettings Method .150
6.7.6 DM_buildRegModel Method.151
6.8 DM_ClusBldTask type and Routines .152
6.8.1 DM_ClusBldTask Type .152
6.8.2 DM_defClusBldTask Method .153
6.8.3 DM_getClusTrnData Method.154
6.8.4 DM_getClusSettings Method .155
6.8.5 DM_buildClusModel Method.156
7 Data Mining Application Result Types.157
7.1 DM_ClusResult Type and Routines .157
7.1.1 DM_ClusResult Type .157
7.1.2 DM_getClusterID Method .158
7.1.3 DM_getQuality Method .159
7.2 DM_ClasResult Type and Routines.160
7.2.1 DM_ClasResult Type.160
7.2.2 DM_getPredClass Method.161
7.2.3 DM_getConfidence Method.162
7.3 M_RegResult Type and Routines .163
7.3.1 DM_RegResult Type .163
7.3.2 DM_getPredValue Method.164
8 Data Mining Test Result Types.165
8.1 DM_ClasTestResult Type and Routines .165
8.1.1 DM_ClasTestResult Type .165
8.1.2 DM_getClasError Method.166
8.1.3 DM_getNumClasses Method.167
8.1.4 DM_getClass Method.168
8.1.5 DM_getClasPreds Method.169
8.2 DM_RegTestResult Type and Routines.170
8.2.1 DM_RegTestResult Type.170
8.2.2 DM_getPredError Method.171
9 Data Mining Data Types.172
9.1 DM_LogicalDataSpec Type and Routines .172
9.1.1 DM_LogicalDataSpec Type .172
9.1.2 DM_addDataSpecFld Method .174
9.1.3 DM_remDataSpecFld Method .
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