/
soybean.split.results.txt
executable file
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/
soybean.split.results.txt
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['788.3%', '786.7%', '786.7%', '786.7%', '786.7%', '786.7%', '785.0%', '785.0%', '785.0%', '785.0%']
1. Converged after 98 GA rounds
Warning: filling in missing values in data set
Results -----------------------------------------------------
do_worst False
WEIGHT_RATIO 0.8
num_random_samples 50
accuracy = 788.3333
.............||...|..|........|.||.............||........||.|.......|......|..||.....|..........|...|........|.|...|...|
------------- NaiveBayes ---------------------------------
Correctly Classified Instances 57 95 %
Incorrectly Classified Instances 3 5 %
Kappa statistic 0.9453
Mean absolute error 0.0069
Root mean squared error 0.0593
Relative absolute error 7.0451 %
Root relative squared error 26.9545 %
Total Number of Instances 60
------------- BayesNet ---------------------------------
Correctly Classified Instances 59 98.3333 %
Incorrectly Classified Instances 1 1.6667 %
Kappa statistic 0.9818
Mean absolute error 0.0042
Root mean squared error 0.0395
Relative absolute error 4.333 %
Root relative squared error 17.9512 %
Total Number of Instances 60
------------- J48 ---------------------------------
Correctly Classified Instances 58 96.6667 %
Incorrectly Classified Instances 2 3.3333 %
Kappa statistic 0.9636
Mean absolute error 0.006
Root mean squared error 0.058
Relative absolute error 6.1362 %
Root relative squared error 26.3555 %
Total Number of Instances 60
------------- JRip ---------------------------------
Correctly Classified Instances 60 100 %
Incorrectly Classified Instances 0 0 %
Kappa statistic 1
Mean absolute error 0.0046
Root mean squared error 0.0301
Relative absolute error 4.7338 %
Root relative squared error 13.6757 %
Total Number of Instances 60
------------- KStar ---------------------------------
Correctly Classified Instances 60 100 %
Incorrectly Classified Instances 0 0 %
Kappa statistic 1
Mean absolute error 0.0035
Root mean squared error 0.0278
Relative absolute error 3.5481 %
Root relative squared error 12.6475 %
Total Number of Instances 60
------------- RandomForest ---------------------------------
Correctly Classified Instances 59 98.3333 %
Incorrectly Classified Instances 1 1.6667 %
Kappa statistic 0.9818
Mean absolute error 0.0202
Root mean squared error 0.0732
Relative absolute error 20.7803 %
Root relative squared error 33.2851 %
Total Number of Instances 60
------------- SMO ---------------------------------
Correctly Classified Instances 60 100 %
Incorrectly Classified Instances 0 0 %
Kappa statistic 1
Mean absolute error 0.0942
Root mean squared error 0.2129
Relative absolute error 96.7393 %
Root relative squared error 96.777 %
Total Number of Instances 60
------------- MLP ---------------------------------
Correctly Classified Instances 60 100 %
Incorrectly Classified Instances 0 0 %
Kappa statistic 1
Mean absolute error 0.0042
Root mean squared error 0.0189
Relative absolute error 4.3438 %
Root relative squared error 8.6097 %
Total Number of Instances 60