1. Index

Index

A  B  C  D  E  F  G  I  K  L  M  N  O  P  R  S  T  U  W  X  

A

  • ADP 1
  • Advanced Analytics option 1, 2
  • algorithms 1, 2
    • parallel execution 1
  • Algorithms
    • About Algorithm Meta Data Registration 1
    • Algorithm Meta Data Registration 1
  • ALL_MINING_MODEL_ATTRIBUTES 1
  • ALL_MINING_MODEL_SETTINGS 1, 2
  • ALL_MINING_MODEL_VIEWS 1
  • ALL_MINING_MODEL_XFORMS 1
  • ALL_MINING_MODELS 1
  • anomaly detection 1, 2, 3, 5, 6
  • APPLY 1
  • Apriori 1, 2, 3
    • example: calculating aggregates 1
  • association rules 1, 2
  • Association Rules 1
  • attribute importance 1, 2, 3
  • attributes 1, 2, 3
    • categorical 1, 2
    • data attributes 1
    • data dictionary 1
    • model attributes 1, 2
    • nested 1
    • numerical 1, 2
    • subname 1
    • target 1
    • text 1
    • unstructured text 1
  • attribute specification 1, 2
  • AUDIT 1, 2
  • Automatic Data Preparation 1, 2, 3

B

  • binning 1
    • equi-width 1
    • quantile 1
    • supervised 1, 2
    • top-n frequency 1
  • build data 1

C

  • case ID 1, 2, 3, 4
  • case table 1, 2
  • categorical attributes 1
  • chopt utility 1
  • classification 1, 2, 3, 4, 5, 6
  • Classification Algorithm 1
  • class weights 1
  • clipping 1
  • CLUSTER_DETAILS 1, 2
  • CLUSTER_DISTANCE 1
  • CLUSTER_ID 1, 2
  • CLUSTER_PROBABILITY 1
  • CLUSTER_SET 1, 2
  • clustering 1, 2, 3, 4
  • COMMENT 1
  • cost matrix 1, 2, 3
  • cost-sensitive prediction 1
  • CUR Decomposition 1
  • CUR Matrix Decomposition 1

D

  • data
    • categorical 1
    • dimensioned 1
    • for sample programs 1
    • market basket 1
    • missing values 1
    • multi-record case 1
    • nested 1
    • numerical 1
    • preparation 1
    • READ access 1
    • SELECT access 1
    • single-record case 1
    • sparse 1
    • transactional 1
    • unstructured text 1
  • Database Upgrade Assistant 1
  • data mining
    • applications of 1
    • database tuning for 1
    • privileges for 1, 2, 3
    • sample programs 1
    • scoring 1, 2
  • Data Mining with SQL
    • FEATURE_COMPARE
      • ESA 1
  • Data preparation
    • model view
      • text features 1
  • data types 1, 2
    • nested 1
  • DBMS_DATA_MINING 1, 2
  • DBMS_DATA_MINING_TRANSFORM 1, 2
  • DBMS_PREDICTIVE_ANALYTICS 1, 2, 3
  • Decision Tree 1, 2, 3, 4
  • desupported features
    • Java API 1
  • directory objects 1
  • DMEIDMSYS 1
  • downgrading 1

E

  • Expectation Maximization 1
  • EXPLAIN 1
  • Explicit Semantic Analysis 1, 2, 3
  • Exponential Smoothing 1
    • ESM 1
  • Export and Import
    • serialized models 1
  • exporting 1, 2

F

  • FEATURE_COMPARE 1
  • FEATURE_DETAILS 1
  • FEATURE_ID 1
  • FEATURE_SET 1
  • FEATURE_VALUE 1
  • feature extraction 1, 2, 3, 4
  • Frequent Itemsets 1

G

  • Generalized Linear Models 1
  • GLM 1
  • graphical user interface 1

I

  • importing 1, 2
  • installation
    • Oracle Database 1, 2
    • Oracle Database Examples 1
    • sample data mining programs 1
    • sample schemas 1

K

  • k-Means 1, 2, 3

L

  • linear regression 1, 2
  • logistic regression 1, 2

M

  • market basket data 1
  • MDL 1
  • memory 1
  • Minimum Description Length 1, 2, 4
  • mining functions 1, 2, 3
    • supervised 1
    • unsupervised 1
  • mining models
    • adding a comment 1, 2, 3
    • applying 1
    • auditing 1, 2
    • changing the name 1
    • created by sample programs 1
    • data dictionary 1
    • object privileges 1
    • privileges for 1
    • upgrading 1
    • viewing model details 1
  • missing value treatment 1
  • model attributes
    • categorical 1
    • derived from nested column 1
    • numerical 1
    • scoping of name 1
    • text 1
  • model details 1
  • Model details
    • binning 1
  • Model Detail View
    • model view 1, 2, 3, 4, 5, 6, 7
      • Clustering algorithm 1
      • CUR Matrix Decomposition 1
      • ESM 1
      • Exponential Smoothing 1
      • global 1
      • MDL 1
      • Neural Network 1
      • Random Forest 1
  • Model Detail Views 1
    • model view
      • Decision Tree 1
      • EM 1
      • GLM 1
      • KM 1
      • MDL 1
      • OC 1
      • SVD 1
      • SVM 1
  • models
    • algorithms 1
    • created by sample programs 1
    • deploying 1
    • partitions 1
    • privileges for 1
    • settings 1, 3
    • testing 1
    • training 1
    • transparency 1
    • XFORMS 1
  • model signature 1

N

  • Naive Bayes 1, 2, 3, 4
  • nested data 1, 2
  • Neural Network 1, 2
  • NMF 1
  • Non-Negative Matrix Factorization 1, 2, 3
  • normalization 1
    • min-max 1
    • scale 1
    • z-score 1
  • Normalization view
    • model view
      • missing value handling 1
  • numerical attributes 1

O

  • object privileges 1
  • O-Cluster 1, 2, 3, 4
  • One-Class SVM 1
  • ORA_DM_PARTITION_NAME ORA 1
  • Oracle Data Miner 1, 2, 3
  • Oracle Data Miner Classic 1
  • Oracle Data Pump 1
  • Oracle Text 1
  • outliers 1, 2

P

  • parallel execution 1, 2
  • Partitioned model 1
    • partitioned model scoring 1
  • Partitioned Model
    • add partition 1
    • DDL implementation 1
    • drop model 1
    • drop partition 1
    • Partitioned Model Build 1
  • partitions
    • data dictionary 1
  • PGA 1
  • PL/SQL packages 1
  • PMML 1
  • PREDICTION 1, 2, 3, 4
    • GROUPING hint 1
  • PREDICTION_BOUNDS 1
  • PREDICTION_COST 1
  • PREDICTION_DETAILS 1, 2
  • PREDICTION_PROBABILITY 1, 2, 3
  • PREDICTION_SET 1
  • predictive analytics 1, 2, 3
  • Preparing the Data
    • Using Retail Analysis Data
      • Aggregates 1
  • prior probabilities 1
  • priors table 1
  • privileges 1, 2, 3
    • for creating mining models 1
    • for data mining 1, 2
    • for data mining sample programs 1
    • for exporting and importing 1
    • required for data mining 1

R

  • Random Forest 1, 2
  • regression 1, 2, 3, 4, 5, 6
  • reverse transformations 1
  • R Extensible 1
  • R mining model
    • settings 1

S

  • sample programs 1, 2
    • configuration scripts 1
    • data used by 1
    • directory listing of 1
    • installing 1
    • models created by 1
    • Oracle Database Examples 1
    • requirements 1
    • sample schemas 1
  • scoring 1, 2, 3, 4, 5
    • data 1
    • dynamic 1, 2, 3
    • parallel execution 1
    • privileges for 1
    • requirements 1
    • SQL functions 1
    • transparency 1
  • Scoring Engine 1
  • settings
    • data dictionary 1
    • table for specifying 1
  • SGA 1
  • Singular Value Decomposition 1, 2
  • sparse data 1
  • SQL AUDIT 1, 2
  • SQL COMMENT 1, 2
  • SQL data mining functions 1
  • SQL Developer 1
  • STACK 1, 2
  • Static Dictionary Views
    • ALL_MINING_MODEL_VIEWS 1
  • Support Vector Machine 1, 2, 3
  • SVD 1
  • system privileges 1, 2

T

  • target 1, 2, 3, 4
  • test data 1, 2
  • text attributes 1, 2
  • text mining 1, 2
  • text policy 1
  • text terms 1
  • time series 1, 2
  • training data 1
  • transactional data 1, 2, 5
  • Transactional Itemsets 1
  • Transactional rule 1
  • transformations 1, 2, 3, 4, 6, 7
    • attribute-specific 1, 2
    • embedded 1, 2, 3, 4
    • user-specified 1
  • transparency 1
  • trimming 1

U

  • upgrading 1
    • exporting and importing 1
    • from Release 10g 1
    • from Release 11g 1
    • pre-upgrade steps 1
    • using Database Upgrade Assistant 1
  • Usage scripts 1
  • users 1, 2, 4
    • assigning data mining privileges to 1
    • creating 1
    • privileges for data mining 1, 2

W

  • weights 1
  • windsorize 1

X

  • XFORM 1
  • XFORMS
    • data dictionary 1