DEVELOPMENT... OpenML
Run
19727

Run 19727

Task 35 (Supervised Classification) dermatology Uploaded 16-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9968
Per class
F measure
0.9531
Per class
Kappa
0.9417
KB relative information score
318.3645
Mean absolute error
0.0531
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
0.9541
Per class
Predictive accuracy
0.9536
Prior entropy
2.4378
Recall
0.9536
Per class
Relative absolute error
0.1992
Root mean prior squared error
0.3649
Root mean squared error
0.1303
Root relative squared error
0.3572
SciMark benchmark
928.7261[551.4513376853122989.196578727107470.93940240073874888.32260997168151743.72061647895]