70
The ARBORETUM Procedure
Subject Index
A
ancestor node, 6
assessing trees, 18
B
branch, 6
C
candidate rule, 6
child node, 6
competing rule, 6
D
decision, 7
decision matrix
incorporating in search, 17
decision theory, 7
decision tree, 7
descendent node, 6
desktop application, 8
dummy variable, 29, 61
E
event, 19
F
formatted values, 6
I
input variable, 6
internal node, 6
interval variable, 6
L
leaf identification number, 60
leaves, 6
level of measurement, 6
M
missing values, 45
none in training data, 46
N
node identification number, 60
nominal variable, 6
normalized values, 6
O
ordinal variable, 6
P
p-value
adjusting for values and branches, 17
adjusting for variables, 18, 44
Gabriel’s adjustment, 43
posterior probability, 6
primary rule,
See splitting rule
prior probability, 6
incorporating in search, 18
R
recursive partitioning, 6
root node, 6
S
sequence of subtrees, 18
splitting criteria, 16
splitting criterion, 6
splitting rule, 6
candidate, 6
competing, 6
primary, 6
surrogate, 6
subtree
sequence, 18
surrogate rule, 6
T
target variable, 5
terminal node,
See leaves
Syntax Index
A
ALPHA= option
TRAIN statement, 33
ASSESS statement, 18
EVENT= option, 19
MEASURE= option, 19
NOPRIORS option, 20
NOVALIDATA, 20
PRIORS option, 20
PROPORTION= option, 20
PRUNEDATA= option, 20
VALIDATA= option, 20
B
BEST option
SUBTREE statement, 32
BIGBRANCH
MISSING= option, 46
BRANCH statement, 20
NODES= option, 21
ONE option, 21
C
CATALOG= option
CODE statement, 21
DESCRIBE statement, 24
CODE statement, 21
CATALOG= option, 21
DUMMY option, 21
FORMAT= option, 22
LINESIZE option, 22, 24
NODUMMY option, 21
NOLEAFID option, 22
NOPREDICTION option, 22
PMML option, 22
RESIDUAL option, 22
COST= option
DECISION statement, 23
CRITERION= option
PROC ARBORETUM statement, 16
D
DATA= option
PROC ARBORETUM statement, 16
SCORE statement, 29
DECDATA= option
DECISION statement, 24
DECISION statement, 22
COST= option, 23
DECDATA= option, 24
DECVARS= option, 24
PRIORVAR= option, 24
DECSEARCH option
PROC ARBORETUM statement, 17
DECVARS= option
DECISION statement, 24
DESCRIBE statement, 24
CATALOG= option, 24
FILE= option, 24
FORMAT= option, 24
DISK option
PERFORMANCE statement, 27
DISTRIBUTE
MISSING= option, 46
DROPVARS= option
PRUNE statement, 28
DUMMY option
CODE statement, 21
SCORE statement, 29
E
EVENT= option
ASSESS statement, 19
EXHAUSTIVE= option
TRAIN statement, 33
F
FILE= option
DESCRIBE statement, 24
FORMAT= option
CODE statement, 22
DESCRIBE statement, 24
FREQ statement, 25
I
IMPORTANCE= option
SAVE statement, 28
INMODEL= option
PROC ARBORETUM statement, 17
INPUT statement, 25
LEVEL= option, 25
MISSING= option, 25
ORDER= option, 25
SPLITATDATUM, 26
SPLITBETWEEN, 26
INTERACT statement, 26
74
Syntax Index
LARGEST option, 26, 32
NLEAVES= option, 27, 32
PRUNED option, 26
INTERVALBINS= option
TRAIN statement, 33
K
KEEPRULES= option
PRUNE statement, 28
L
LARGEST option
INTERACT statement, 26, 32
LEAFSIZE= option
TRAIN statement, 33
LEVEL= option
INPUT statement, 25
TARGET statement, 32
LINESIZE option
CODE statement, 22, 24
M
MAKEMACRO statement, 27
MAXBRANCH= option
TRAIN statement, 34
MAXDEPTH= option
TRAIN statement, 34
MAXNEWDEPTH= option
TRAIN statement, 34
MAXRULES= option
TRAIN statement, 34
MAXSURROGATES= option
TRAIN statement, 35
MEASURE= option
ASSESS statement, 19
MEMSIZE= option
PERFORMANCE statement, 27
MINCATSIZE= option
TRAIN statement, 35
MINWORTH= option
TRAIN statement, 35
MISSBRANCH= option
SPLIT statement, 31
MISSING= option
BIGBRANCH, 46
DISTRIBUTE, 46
INPUT statement, 25
PROC ARBORETUM statement, 17
SMALLRESIDUAL, 45
USEINSEARCH, 45
MISSONLY option
SPLIT statement, 31
MODEL= option
SAVE statement, 28
MULTIPASS option
PERFORMANCE statement, 27
N
NLEAVES= option
INTERACT statement, 27, 32
NODES= option
BRANCH statement, 21
SAVE statement, 29
SCORE statement, 30
TRAIN statement, 35
NODESIZE= option
PERFORMANCE statement, 27
NODESTAT= option
SAVE statement, 29
NODUMMY option
CODE statement, 21
NOLEAFID option
CODE statement, 22
SCORE statement, 30
NOPREDICTION option
CODE statement, 22
SCORE statement, 30
NOPRIORS option
ASSESS statement, 20
NOVALIDATA
ASSESS statement, 20
O
ONE option
BRANCH statement, 21
ORDER= option
INPUT statement, 25
TARGET statement, 33
OUT= option
SCORE statement, 30
OUTFIT= option
SCORE statement, 30
P
PADJUST= option
PROC ARBORETUM statement, 17
PATH= option
SAVE statement, 29
PERFORMANCE statement, 27
DISK option, 27
MEMSIZE= option, 27
MULTIPASS option, 27
NODESIZE= option, 27
RAM option, 27
PMML option
CODE statement, 22
PRIORS option
ASSESS statement, 20
PRIORSSEARCH option
PROC ARBORETUM statement, 18
PRIORVAR= option
DECISION statement, 24
PROC ARBORETUM statement, 16
CRITERION= option, 16
DATA= option, 16
DECSEARCH option, 17
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