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...
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Fig. 1: Machine Learning as a Three-Phase Process

               |            Memberships
Label | Symbol | Cluster_1 | Cluster_2 | Cluster_3
...
????  |  GOOG  |    0.35   |    0.31   |   0.33

Fig 2. Partition Matrix for some symbols in the Nasdaq composite.

#!/usr/bin/perl
use strict;
...
}

close( QUOTESFILE );

#!/usr/bin/perl
use warnings;
...

$text = "( $x %, $y % )";
$win->text($text, int( $x ), int( $y ) + 2, {CHARSIZE=>1, COLOR=>'BLUE
+', Justification => 0.5} );

AMZN
BOBJ
...
TIVO
TWTC
XLNX

Last Trade Date
Last Trade (Price Only)
...
Pct Chg From 200-day Moving Avg
Pct Chg From 52-wk Low
Pct Chg From 52-wk High

AMZN    7/23/2007 71.74 +0.15% 0.863 1.01 1.32 14824200 70.85 - 72.67 
+25.76 - 75.35 70.8386 52.0728 29.392B +1.27% +37.77% +178.49% -4.79%
BOBJ    7/23/2007 42.86 +0.47% 19.161 2.05 2.41 1344020 42.40 - 43.05 
+19.75 - 43.32 40.4564 38.3114 4.102B +5.94% +11.87% +117.01% -1.06%
...
TIVO    7/23/2007 6.24 +3.65% 0.238 -0.27 -0.09 1427150 6.16 - 6.3764 
+5.05 - 8.37 5.9394 6.0122 608.6M +5.06% +3.79% +23.56% -25.45%
TWTC    7/23/2007 20.23 -1.32% 3.866 -0.22 0.33 2309090 20.21 - 20.69 
+14.06 - 23.97 20.0219 20.7936 2.927B +1.04% -2.71% +43.88% -15.60%
XLNX    7/23/2007 26.72 -1.98% 5.991 1.22 1.46 6240820 26.67 - 27.47 1
+8.35 - 30.50 27.5378 26.6528 7.959B -2.97% +0.25% +45.61% -12.39%