DEVELOPMENT... OpenML
Run
30143

Run 30143

Task 265 (Supervised Classification) dermatology Uploaded 13-10-2014 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)_I80
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
0.9967
Per class
Build CPU time
0.098
Build memory
89836576
F measure
0.983
Per class
Kappa
0.9789
KB relative information score
111.5607
Mean absolute error
0.023
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9848
Per class
Predictive accuracy
0.9833
Prior entropy
2.4378
Recall
0.9833
Per class
Relative absolute error
0.0865
Root mean prior squared error
0.3633
Root mean squared error
0.0916
Root relative squared error
0.2522
SciMark benchmark
943.9519

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