Displays information about a random classification forest (R.W. Payne).
Option
PRINT = string tokens |
Controls printed output (outofbagerror , confusion , importance , orderedimportance , idoutofbag ); default * i.e. none |
---|
Parameter
SAVE = pointers |
Save structure from BCFOREST providing information about the random forest |
---|
Description
BCFDISPLAY
displays information about a random classification forest, constructed by the BCFOREST
procedure. The SAVE
parameter can be set to a pointer, saved using the SAVE
option of BCFOREST
, containing the necessary information about the forest. Alternatively, if you do not set SAVE
, information will be printed about the forest most recently constructed by BCFOREST
.
The output is controlled by the PRINT
option, with settings:
outofbagerror |
out-of-bag error rate, |
---|---|
confusion |
confusion matrix, |
idoutofbag |
out-of-bag identifications of the individuals, |
importance |
importance ratings of the X variates and factors, and |
orderedimportance |
importance ratings of the X variates and factors in decreasing order. |
The default is PRINT=*
i.e. no printing
Option: PRINT
.
Parameter: SAVE
.
See also
Procedures: BCFOREST
, BCFIDENTIFY
.
Commands for: Multivariate and cluster analysis.
Example
CAPTION 'BCFDISPLAY example',\ !t('Random classification forest for automobile data',\ 'from UCI Machine Learning Repository',\ 'http://archive.ics.uci.edu/ml/datasets/Automobile');\ STYLE=meta,plain SPLOAD FILE='%gendir%/examples/Automobile.gsh' BCFOREST [PRINT=*; GROUPS=symboling; NTREES=8;\ NXTRY=10; NUNITSTRY=75; SEED=197883]\ normalized_losses,make,fuel_type,aspiration,number_doors,\ body_style,drive_wheels,engine_location,wheel_base,\ length,width,height,curb_weight,engine_type,number_cylinders,\ engine_size,fuel_system,bore,stroke,compression_ratio,\ horsepower,peak_rpm,city_mpg,highway_mpg,price BCFDISPLAY [PRINT=outofbagerror,confusion,importance]