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Trading on the Edge
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Trading On The Edge - CD-ROM Toolkit (Wayzata Technology)(2031)(1994).bin
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t004
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Text File
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1993-04-07
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2KB
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73 lines
.LsnName Automobile Mileage
.LsnDesc A set of 88 rules were generated for this
Information Harvesting application.
The interface illustrates how the rules can be used to
predict Automobile Mileage.
.LsnScts Evaluation, Estimation, Statistics
.LsnPrms Estimation ih glosam
.Evaluation
~c~o0 2~m 20 0 8 8
^!H` RESOLUTION !@!g R`
^!H` IMPORTANCE !@!g I`
^!H` DISTRIBUTION !@!g 0`
^!H` DECISIVE BINS !@!g 1`
^!H` VAR RANGES !@!g 2`
^!H` BROWSE RULES !@!b0`
~b~o220 -12~m 0 0 2 0
^!H` !@!m2 0` MI/GAL
^!H` !@!m3 0` quality
^!H` !@!m1 8` ^!H` !@!m2 8` ORIGIN
^!H` !@!m1 9` ^!H` !@!m2 9` MAKE
^!H` !@!m1 3` ^!H` !@!m2 3` CU_IN
^!H` !@!m1 2` ^!H` !@!m2 2` CYL
^!H` !@!m1 6` ^!H` !@!m2 6` TMACC
^!H` !@!m1 4` ^!H` !@!m2 4` HPWR
^!H` !@!m1 5` ^!H` !@!m2 5` WT_LBS
^!H` !@!m1 7` ^!H` !@!m2 7` YEAR
.Estimation
~cEstimated Miles per gallon: ~N 0 f`
^!H` Rule Used !@!r1` ^!H` Random Entry !@!R` ^!H` Blank Entry !@!X`
~b~m 40 40 2 0
~C00CYL ^!H`~C00-!@!D-`^!H` !@!c 1`^!H`~C00+!@!D+`
~C00CU_IN ^!H`~C00-!@!D-`^!H` !@!c 2`^!H`~C00+!@!D+`
~C00HPWR ^!H`~C00-!@!D-`^!H` !@!c 3`^!H`~C00+!@!D+`
~C00WT_LBS ^!H`~C00-!@!D-`^!H` !@!c 4`^!H`~C00+!@!D+`
~C00TMACC ^!H`~C00-!@!D-`^!H` !@!c 5`^!H`~C00+!@!D+`
~C00YEAR ^!H`~C00-!@!D-`^!H` !@!c 6`^!H`~C00+!@!D+`
~C00ORIGIN ^!H`~C00-!@!D-`^!H` !@!c 7`^!H`~C00+!@!D+`
~C00MAKE ^!H`~C00-!@!D-`^!H` !@!c 8`^!H`~C00+!@!D+`
~C00Variable Importance: ~C03HIGH ~C07MED ~C08MED ~C10LOW
.Statistics
~c
21 Kbytes in design data files
392 Records in design data files
9 Variables defined in ih1cntl
4 Numerical variables included in rule design
4 Categorical variables included in rule design
46 Bins defined for variables
15 Rule groups found
88 Rules found
0.325 0.586 0.650 0.728 0.872
Min, quartile bounds, and max row qualities
Names of variables
MI/GAL Miles per gallon
CYL Cylinders
CU_IN Cubic Inches
HPWR Horsepower
WT_LBS Weight (lbs)
TMACC Time Accel 0-60
YEAR Year
ORIGIN Origin
MAKE Make