CL-USER> (load "boot.lisp")
;../lib/deftest.lisp ../lib/macros.lisp ../lib/lib.lisp ../lib/hash.lisp ../lib/bestof.lisp ../lib/random.lisp ../lib/profile.lisp lib1.lisp bestof.lisp structs.lisp data.lisp which2d.lisp defstructs.lisp angle.lisp 3will.lisp 3cristin.lisp ../lib/mann-whitney.lisp ../lib/ntile.lisp ../lib/line.lisp 
T
CL-USER> (!learn3)
Given that:
  $SEPALLENGTH is in (less-than-6.82-and-more-than-6.46) 
  $SEPALWIDTH is in (less-than-3.44-and-more-than-3.2) 
Score: 6.1465435
Utilities: (5.7 2.3)

Given that:
  $SEPALLENGTH is in (more-than-7.54) 
Score: 6.9096746
Utilities: (6.566666 2.1499999)

( )
CL-USER> (!learn4)
Given that:
  FORECAST is in (SUNNY) 
  WINDY is in (TRUE) 
Score: 111.38335
Utilities: (77.5 80.0)

Given that:
  FORECAST is in (SUNNY) 
Score: 111.939445
Utilities: (76.2 82.0)

Given that:
  WINDY is in (FALSE) 
Score: 112.395645
Utilities: (75.375 83.375)

Given that:
  CLASS is in (NO) 
Score: 113.998245
Utilities: (74.6 86.2)

(   )
CL-USER> (!learn5)
Given that:
  NAME is in (ORG.W3C.DOM.ENTITYREFERENCE) 
Score: 2.0
Utilities: (0 2.0)

Given that:
  NAME is in (ORG.APACHE.XERCES.FRAMEWORK.VERSION) 
Score: 14.56022
Utilities: (-14.0 4.0)

( )
CL-USER> (print "discrete")

"discrete" 
"discrete"
CL-USER> (!learn2)
Class: IRIS-VIRGINICA
Given that:
  $PETALWIDTH is in (less-than-0.34) 
Score: 2.2566667
Utilities: (0.0 0.59000003 0.27333334 0.0 1.0 0.39333335)

Class: IRIS-VIRGINICA
Given that:
  $PETALLENGTH is in (less-than-1.59) 
Score: 2.2966666
Utilities: (0.0 0.63 0.24666667 0.0 1.0 0.42)

Class: IRIS-VIRGINICA
Given that:
  $PETALLENGTH is in (less-than-4.54-and-more-than-3.9500003) 
Score: 2.4341202
Utilities: (0.02 0.75 0.17333333 0.03846154 0.94565874 0.50666666)

Class: IRIS-VIRGINICA
Given that:
  $PETALWIDTH is in (less-than-1.3000001-and-more-than-1.0600001) 
Score: 2.4566667
Utilities: (0.0 0.79 0.14 0.0 1.0 0.52666664)

Class: IRIS-VIRGINICA
Given that:
  $SEPALWIDTH is in (less-than-3.2-and-more-than-2.96) 
Score: 3.1171248
Utilities: (0.42 0.7 0.34 0.4117647 0.63869333 0.6066667)

Class: IRIS-VIRGINICA
Given that:
  $PETALLENGTH is in (less-than-5.13-and-more-than-4.54) 
Score: 3.3130572
Utilities: (0.3 0.86 0.19333333 0.51724136 0.7691491 0.67333335)

Class: IRIS-VIRGINICA
Given that:
  $SEPALLENGTH is in (less-than-6.46-and-more-than-6.1000004
                      less-than-7.1800003-and-more-than-6.82) 
Score: 3.5821683
Utilities: (0.34 0.90999997 0.17333333 0.65384614 0.78498894 0.72)

Class: IRIS-VIRGINICA
Given that:
  $SEPALLENGTH is in (less-than-6.1000004-and-more-than-5.7400002
                      less-than-6.46-and-more-than-6.1000004
                      less-than-7.54-and-more-than-7.1800003) 
Score: 3.6188524
Utilities: (0.52 0.79 0.31333333 0.5531915 0.74232775 0.7)

Class: IRIS-VIRGINICA
Given that:
  $SEPALLENGTH is in (less-than-6.46-and-more-than-6.1000004
                      less-than-7.54-and-more-than-7.1800003) 
Score: 3.7190156
Utilities: (0.36 0.93 0.16666667 0.72 0.8023489 0.74)

Class: IRIS-VIRGINICA
Given that:
  $PETALLENGTH is in (less-than-5.7200003-and-more-than-5.13) 
Score: 4.2666664
Utilities: (0.36 1.0 0.12 1.0 1.0 0.7866667)

Class: IRIS-VIRGINICA
Given that:
  $PETALWIDTH is in (less-than-2.02-and-more-than-1.7800001) 
Score: 4.2869067
Utilities: (0.44 0.99 0.15333334 0.95652175 0.94038504 0.8066667)

Class: IRIS-VERSICOLOR
Given that:
  $PETALWIDTH is in (less-than-0.34 less-than-2.02-and-more-than-1.7800001) 
Score: 1.846515
Utilities: (0.02 0.37 0.42666668 0.015625 0.76089 0.25333333)

Class: IRIS-VERSICOLOR
Given that:
  $PETALWIDTH is in (less-than-0.34) 
Score: 2.2566667
Utilities: (0.0 0.59000003 0.27333334 0.0 1.0 0.39333335)

Class: IRIS-VERSICOLOR
Given that:
  $PETALLENGTH is in (less-than-1.59) 
Score: 2.2966666
Utilities: (0.0 0.63 0.24666667 0.0 1.0 0.42)

Class: IRIS-VERSICOLOR
Given that:
  $SEPALWIDTH is in (less-than-3.2-and-more-than-2.96) 
Score: 2.6765363
Utilities: (0.28 0.63 0.34 0.27450982 0.63869333 0.5133333)

Class: IRIS-VERSICOLOR
Given that:
  $SEPALLENGTH is in (less-than-5.7400002-and-more-than-5.38
                      less-than-6.82-and-more-than-6.46) 
Score: 3.383229
Utilities: (0.46 0.78 0.3 0.51111114 0.65878457 0.67333335)

Class: IRIS-VERSICOLOR
Given that:
  $PETALWIDTH is in (less-than-1.3000001-and-more-than-1.0600001) 
Score: 4.366667
Utilities: (0.42 1.0 0.14 1.0 1.0 0.8066667)

Class: IRIS-VERSICOLOR
Given that:
  $PETALLENGTH is in (less-than-3.9500003-and-more-than-3.3600001
                      less-than-4.54-and-more-than-3.9500003) 
Score: 4.6830244
Utilities: (0.66 0.99 0.22666667 0.9705882 0.95576954 0.88)

Class: IRIS-SETOSA
Given that:
  $SEPALWIDTH is in (less-than-3.2-and-more-than-2.96) 
Score: 2.8024187
Utilities: (0.32 0.65 0.34 0.3137255 0.63869333 0.54)

Class: IRIS-SETOSA
Given that:
  $SEPALWIDTH is in (less-than-3.2-and-more-than-2.96
                     less-than-3.44-and-more-than-3.2
                     less-than-4.16-and-more-than-3.92) 
Score: 3.2653203
Utilities: (0.58 0.58000004 0.47333333 0.4084507 0.6435363 0.58)

Class: IRIS-SETOSA
Given that:
  $PETALLENGTH is in (less-than-1.59 less-than-2.18-and-more-than-1.59) 
Score: 5.333333
Utilities: (1.0 1.0 0.33333334 1.0 1.0 1.0)

((          ) (      ) (  ))
CL-USER> (!learn1)
Class: YES
Given that:
  WINDY is in (FALSE TRUE) 
Score: 3.959836
Utilities: (1.0 0.0 1.0 0.64285713 0.67412174 0.64285713)

Class: YES
Given that:
  FORECAST is in (OVERCAST RAINY) 
Score: 4.247845
Utilities: (0.7777778 0.6 0.64285713 0.7777778 0.7351469 0.71428573)

Class: YES
Given that:
  HUMIDTY is in (NORMAL) 
Score: 4.333037
Utilities: (0.6666667 0.8 0.5 0.85714287 0.79494184 0.71428573)

Class: YES
Given that:
  FORECAST is in (OVERCAST RAINY) 
  WINDY is in (FALSE) 
Score: 4.6269846
Utilities: (0.5555556 1.0 0.35714287 1.0 1.0 0.71428573)

Class: NO
Given that:
  FORECAST is in (OVERCAST) 
Score: 2.198413
Utilities: (0.0 0.5555556 0.2857143 0.0 1.0 0.35714287)

Class: NO
Given that:
  HUMIDTY is in (NORMAL) 
Score: 2.2568467
Utilities: (0.2 0.3333333 0.5 0.14285715 0.79494184 0.2857143)

Class: NO
Given that:
  TEMP is in (COOL) 
Score: 2.6212134
Utilities: (0.2 0.6666666 0.2857143 0.25 0.71883243 0.5)

Class: NO
Given that:
  WINDY is in (FALSE) 
Score: 2.6307373
Utilities: (0.4 0.3333333 0.5714286 0.25 0.71883243 0.35714287)

Class: NO
Given that:
  TEMP is in (COOL MILD) 
Score: 2.8882184
Utilities: (0.6 0.22222221 0.71428573 0.3 0.6945678 0.35714287)

Class: NO
Given that:
  TEMP is in (MILD) 
Score: 2.8992033
Utilities: (0.4 0.5555556 0.42857143 0.33333334 0.6817429 0.5)

Class: NO
Given that:
  TEMP is in (COOL HOT MILD) 
Score: 3.3884075
Utilities: (1.0 0.0 1.0 0.35714287 0.67412174 0.35714287)

Class: NO
Given that:
  TEMP is in (HOT MILD) 
Score: 3.411113
Utilities: (0.8 0.3333333 0.71428573 0.4 0.6634941 0.5)

Class: NO
Given that:
  FORECAST is in (SUNNY) 
Score: 3.7127004
Utilities: (0.6 0.7777778 0.35714287 0.6 0.6634941 0.71428573)

Class: NO
Given that:
  HUMIDTY is in (HIGH) 
Score: 3.910927
Utilities: (0.8 0.6666666 0.5 0.5714286 0.658546 0.71428573)

Class: NO
Given that:
  FORECAST is in (SUNNY) 
  HUMIDTY is in (HIGH) 
Score: 4.671428
Utilities: (0.6 1.0 0.21428572 1.0 1.0 0.85714287)

((   ) (          ))
CL-USER>