DEVELOPMENT... OpenML
Run
613

Run 613

Task 35 (Supervised Classification) dermatology Uploaded 07-04-2014 by Jason
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.995
Per class
F measure
0.9339
Per class
Kappa
0.9176
KB relative information score
323.0784
Mean absolute error
0.0428
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.9354
Per class
Predictive accuracy
0.9344
Prior entropy
2.4378
Recall
0.9344
Per class
Relative absolute error
0.1606
Root mean prior squared error
0.3649
Root mean squared error
0.1318
Root relative squared error
0.3612
SciMark benchmark
2009.5777