; Data file: /tmp_mnt/v/sally/v1/mooney/data/dna-standard.lisp


; Number of trials: 15,
; Training increment: (10 25 40 80),
; Training start: 0,
; Maximum training examples: 80,
; Number of test examples: 26.

; ID3 parameters:
; *NOISE* = NIL
; *TIE-BREAKER* = RANDOM
; *MISSING-METHOD* = FRACTION-EXAMPLE
; *NEGATIVE-BIAS* = T

; PERCEPTRON parameters:
; *TIE-BREAKER* = RANDOM
; *MAX-PERCEPTRON-EPOCHS* = 5000
; *LOOP-CHECK* = NIL
; *ONE-PERCEPTRON-FOR-POS* = NIL
; *ONE-BIT-FOR-TWO-VALUES* = T

(ID3 PERCEPTRON)

((0 (100 42.30769230769231 0.0 0.01 1) (100 38.46153846153847 0.81 0.11 NIL))
 (10 (100.0 76.92307692307694 0.29 0.01 7)
  (100.0 73.07692307692307 0.11 0.18 NIL))
 (25 (100.0 38.46153846153847 0.57 0.0 10)
  (100.0 84.61538461538462 0.43 0.11 NIL))
 (40 (100.0 76.92307692307694 0.82 0.01 13)
  (100.0 84.61538461538462 1.07 0.11 NIL))
 (80 (100.0 80.76923076923078 1.85 0.01 31)
  (100.0 88.46153846153845 2.05 0.11 NIL)))
((0 (100 50.0 0.0 0.0 1) (100 46.15384615384615 0.01 0.1 NIL))
 (10 (100.0 57.692307692307686 0.28 0.0 7)
  (100.0 84.61538461538462 0.14 0.14 NIL))
 (25 (100.0 84.61538461538462 0.77 0.0 13)
  (100.0 80.76923076923078 0.51 0.1 NIL))
 (40 (100.0 88.46153846153845 0.94 0.0 16)
  (100.0 92.3076923076923 0.81 0.11 NIL))
 (80 (100.0 65.38461538461539 1.79 0.0 31)
  (100.0 96.15384615384616 2.39 0.11 NIL)))
((0 (100 57.692307692307686 0.0 0.0 1) (100 61.53846153846154 0.01 0.11 NIL))
 (10 (100.0 50.0 0.18 0.01 4) (100.0 46.15384615384615 0.12 0.1 NIL))
 (25 (100.0 61.53846153846154 0.54 0.0 10)
  (100.0 80.76923076923078 0.47 0.11 NIL))
 (40 (100.0 53.84615384615385 1.05 0.0 19)
  (100.0 65.38461538461539 0.85 0.11 NIL))
 (80 (100.0 76.92307692307694 1.71 0.0 28)
  (100.0 76.92307692307694 2.48 0.1 NIL)))
((0 (100 46.15384615384615 0.0 0.0 1) (100 53.84615384615385 0.0 0.11 NIL))
 (10 (100.0 61.53846153846154 0.18 0.0 4)
  (100.0 69.23076923076923 0.1 0.11 NIL))
 (25 (100.0 76.92307692307694 0.45 0.01 7)
  (100.0 76.92307692307694 0.38 0.1 NIL))
 (40 (100.0 80.76923076923078 1.11 0.0 19)
  (100.0 73.07692307692307 0.88 0.16 NIL))
 (80 (100.0 73.07692307692307 1.82 0.01 28)
  (100.0 76.92307692307694 2.0 0.11 NIL)))
((0 (100 53.84615384615385 0.0 0.0 1) (100 50.0 0.0 0.11 NIL))
 (10 (100.0 76.92307692307694 0.18 0.01 4)
  (100.0 61.53846153846154 0.13 0.14 NIL))
 (25 (100.0 76.92307692307694 0.56 0.0 10)
  (100.0 69.23076923076923 0.55 0.11 NIL))
 (40 (100.0 69.23076923076923 0.8 0.01 13)
  (100.0 84.61538461538462 0.75 0.1 NIL))
 (80 (100.0 61.53846153846154 1.49 0.0 22)
  (100.0 84.61538461538462 1.99 0.11 NIL)))
((0 (100 53.84615384615385 0.0 0.0 1) (100 46.15384615384615 0.01 0.11 NIL))
 (10 (100.0 69.23076923076923 0.33 0.0 7)
  (100.0 69.23076923076923 0.12 0.11 NIL))
 (25 (100.0 53.84615384615385 0.67 0.0 13)
  (100.0 88.46153846153845 0.42 0.1 NIL))
 (40 (100.0 65.38461538461539 0.93 0.0 16)
  (100.0 88.46153846153845 0.91 0.1 NIL))
 (80 (100.0 88.46153846153845 1.4 0.0 19)
  (100.0 84.61538461538462 2.1 0.21 NIL)))
((0 (100 42.30769230769231 0.0 0.0 1) (100 50.0 0.0 0.1 NIL))
 (10 (100.0 38.46153846153847 0.27 0.0 7)
  (100.0 42.30769230769231 0.1 0.11 NIL))
 (25 (100.0 80.76923076923078 0.56 0.01 10)
  (100.0 80.76923076923078 0.42 0.15 NIL))
 (40 (100.0 84.61538461538462 0.77 0.0 13)
  (100.0 80.76923076923078 0.75 0.1 NIL))
 (80 (100.0 76.92307692307694 1.47 0.01 22)
  (100.0 88.46153846153845 2.09 0.1 NIL)))
((0 (100 38.46153846153847 0.0 0.0 1) (100 53.84615384615385 0.0 0.1 NIL))
 (10 (100.0 69.23076923076923 0.18 0.0 4)
  (100.0 65.38461538461539 0.13 0.13 NIL))
 (25 (100.0 76.92307692307694 0.54 0.01 10)
  (100.0 84.61538461538462 0.64 0.11 NIL))
 (40 (100.0 80.76923076923078 0.79 0.0 13)
  (100.0 92.3076923076923 0.86 0.11 NIL))
 (80 (100.0 73.07692307692307 1.81 0.0 28)
  (100.0 92.3076923076923 2.15 0.11 NIL)))
((0 (100 50.0 0.0 0.01 1) (100 50.0 0.01 0.12 NIL))
 (10 (100.0 80.76923076923078 0.2 0.01 4)
  (100.0 80.76923076923078 0.12 0.11 NIL))
 (25 (100.0 73.07692307692307 0.56 0.0 10)
  (100.0 84.61538461538462 0.42 0.1 NIL))
 (40 (100.0 84.61538461538462 0.67 0.01 10)
  (100.0 84.61538461538462 0.71 0.1 NIL))
 (80 (100.0 84.61538461538462 1.6 0.0 25)
  (100.0 84.61538461538462 1.71 0.11 NIL)))
((0 (100 42.30769230769231 0.0 0.0 1) (100 50.0 0.01 0.1 NIL))
 (10 (100.0 80.76923076923078 0.17 0.0 4)
  (100.0 61.53846153846154 0.09 0.11 NIL))
 (25 (100.0 65.38461538461539 0.45 0.0 7)
  (100.0 57.692307692307686 0.51 0.11 NIL))
 (40 (100.0 65.38461538461539 0.74 0.0 13)
  (100.0 88.46153846153845 0.85 0.1 NIL))
 (80 (100.0 61.53846153846154 1.84 0.0 31)
  (100.0 84.61538461538462 2.36 0.11 NIL)))
((0 (100 50.0 0.0 0.0 1) (100 50.0 0.01 0.11 NIL))
 (10 (100.0 61.53846153846154 0.35 0.0 7)
  (100.0 38.46153846153847 0.13 0.11 NIL))
 (25 (100.0 53.84615384615385 0.7 0.0 13)
  (100.0 88.46153846153845 0.45 0.11 NIL))
 (40 (100.0 65.38461538461539 0.93 0.0 16)
  (100.0 80.76923076923078 0.9 0.11 NIL))
 (80 (100.0 73.07692307692307 1.93 0.0 31)
  (100.0 84.61538461538462 2.09 0.21 NIL)))
((0 (100 38.46153846153847 0.0 0.01 1) (100 42.30769230769231 0.0 0.11 NIL))
 (10 (100.0 50.0 0.18 0.01 4) (100.0 50.0 0.12 0.11 NIL))
 (25 (100.0 69.23076923076923 0.44 0.0 7)
  (100.0 53.84615384615385 0.5 0.1 NIL))
 (40 (100.0 61.53846153846154 0.87 0.0 16)
  (100.0 65.38461538461539 0.76 0.11 NIL))
 (80 (100.0 69.23076923076923 1.59 0.01 25)
  (100.0 76.92307692307694 1.93 0.11 NIL)))
((0 (100 50.0 0.0 0.01 1) (100 23.076923076923077 0.0 0.11 NIL))
 (10 (100.0 65.38461538461539 0.27 0.0 7)
  (100.0 61.53846153846154 0.15 0.11 NIL))
 (25 (100.0 57.692307692307686 0.68 0.0 13)
  (100.0 76.92307692307694 0.47 0.1 NIL))
 (40 (100.0 69.23076923076923 0.82 0.01 13)
  (100.0 73.07692307692307 0.84 0.16 NIL))
 (80 (100.0 69.23076923076923 1.71 0.0 28)
  (100.0 88.46153846153845 1.9 0.1 NIL)))
((0 (100 42.30769230769231 0.0 0.0 1) (100 46.15384615384615 0.01 0.11 NIL))
 (10 (100.0 46.15384615384615 0.18 0.01 4)
  (100.0 53.84615384615385 0.12 0.11 NIL))
 (25 (100.0 57.692307692307686 0.57 0.0 10)
  (100.0 65.38461538461539 0.45 0.14 NIL))
 (40 (100.0 76.92307692307694 0.64 0.0 10)
  (100.0 76.92307692307694 0.89 0.11 NIL))
 (80 (100.0 73.07692307692307 1.61 0.0 25)
  (100.0 92.3076923076923 2.59 0.1 NIL)))
((0 (100 50.0 0.0 0.0 1) (100 57.692307692307686 0.0 0.11 NIL))
 (10 (100.0 53.84615384615385 0.3 0.0 7)
  (100.0 69.23076923076923 0.12 0.11 NIL))
 (25 (100.0 84.61538461538462 0.65 0.01 13)
  (100.0 80.76923076923078 0.56 0.11 NIL))
 (40 (100.0 73.07692307692307 0.82 0.0 13)
  (100.0 80.76923076923078 0.99 0.1 NIL))
 (80 (100.0 69.23076923076923 1.7 0.0 28)
  (100.0 92.3076923076923 1.91 0.11 NIL)))