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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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t005
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Text File
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1992-12-30
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3KB
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66 lines
.LsnName Housing Values
.LsnDesc A set of about 98 rules were generated for this
Information Harvesting application.
The interface illustrates how the rules can be used to
predict Housing Values.
.LsnScts Evaluation, Estimation, Statistics
.LsnPrms Estimation ih gloshv
.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` BROWSE RULES !@!b0`
~b~o220 -12~m 0 0 2 0
^!H` !@!m2 0` HVALUE
^!H` !@!m1 6` ^!H` !@!m2 6` NOX
^!H` !@!m1 7` ^!H` !@!m2 7` ROOMS
^!H` !@!m1 4` ^!H` !@!m2 4` %INDUSTRY
^!H` !@!m1 2` ^!H` !@!m2 2` logCRIME
^!H` !@!m1 12` ^!H` !@!m2 12` PUP/TCHR
^!H` !@!m1 11` ^!H` !@!m2 11` TAX
^!H` !@!m1 9` ^!H` !@!m2 9` WDIST
^!H` !@!m1 14` ^!H` !@!m2 14` %POOR
^!H` !@!m1 10` ^!H` !@!m2 10` HIWAY
^!H` !@!m1 8` ^!H` !@!m2 8` %OLD
^!H` !@!m1 3` ^!H` !@!m2 3` %ZONED
^!H` !@!m1 5` ^!H` !@!m2 5` RIVER
^!H` !@!m1 13` ^!H` !@!m2 13` MINORITY
.Estimation
~cEstimated Housing Value: ~N 0 f`
^!H` Rule Used !@!r1` ^!H` Random Entry !@!R` ^!H` Blank Entry !@!X`
~b~m 40 40 2 0
~C00logCRIME ^!H`~C00-!@!D-`^!H` !@!c 1`^!H`~C00+!@!D+`
~C00%ZONED ^!H`~C00-!@!D-`^!H` !@!c 2`^!H`~C00+!@!D+`
~C00%INDUSTRY ^!H`~C00-!@!D-`^!H` !@!c 3`^!H`~C00+!@!D+`
~C00RIVER ^!H`~C00-!@!D-`^!H` !@!c 4`^!H`~C00+!@!D+`
~C00NOX ^!H`~C00-!@!D-`^!H` !@!c 5`^!H`~C00+!@!D+`
~C00ROOMS ^!H`~C00-!@!D-`^!H` !@!c 6`^!H`~C00+!@!D+`
~C00%OLD ^!H`~C00-!@!D-`^!H` !@!c 7`^!H`~C00+!@!D+`
~C00WDIST ^!H`~C00-!@!D-`^!H` !@!c 8`^!H`~C00+!@!D+`
~C00HIWAY ^!H`~C00-!@!D-`^!H` !@!c 9`^!H`~C00+!@!D+`
~C00TAX ^!H`~C00-!@!D-`^!H` !@!c 10`^!H`~C00+!@!D+`
~C00PUP/TCHR ^!H`~C00-!@!D-`^!H` !@!c 11`^!H`~C00+!@!D+`
~C00MINORITY ^!H`~C00-!@!D-`^!H` !@!c 12`^!H`~C00+!@!D+`
~C00%POOR ^!H`~C00-!@!D-`^!H` !@!c 13`^!H`~C00+!@!D+`
~C00Variable Importance: ~C03HIGH ~C07MED ~C08MED ~C10LOW
.Statistics
~c
47 Kbytes in design data files
500 Records in design data files
14 Variables defined in ih1cntl
12 Numerical variables included in rule design
1 Categorical variables included in rule design
62 Bins defined for variables
50% Rows kept for prediction stability
12 Rule groups found
98 Rules found
0.648 0.799 0.853 0.913 1.000
Min, quartile bounds, and max row qualities