DEVELOPMENT... OpenML
Run
26759

Run 26759

Task 1799 (Supervised Classification) dermatology Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9958
Per class
Build CPU time
0.0309
Build memory
155873887.2
F measure
0.9573
Per class
Kappa
0.9465
KB relative information score
1671.7971
Mean absolute error
0.0342
Mean prior absolute error
0.2664
Number of instances
1830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9584
Per class
Predictive accuracy
0.9574
Prior entropy
2.4378
Recall
0.9574
Per class
Relative absolute error
0.1282
Root mean prior squared error
0.3649
Root mean squared error
0.1127
Root relative squared error
0.3088
SciMark benchmark
946.271