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Run
22160

Run 22160

Task 35 (Supervised Classification) dermatology Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I80
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9993
Per class
F measure
0.9674
Per class
Kappa
0.959
KB relative information score
354.0264
Mean absolute error
0.0119
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9683
Per class
Predictive accuracy
0.9672
Prior entropy
2.4378
Recall
0.9672
Per class
Relative absolute error
0.0446
Root mean prior squared error
0.3649
Root mean squared error
0.0743
Root relative squared error
0.2037
SciMark benchmark
901.3491[534.55122092630921005.4552131217458474.8968876378323910.22218605324211581.6199252301437]

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