DEVELOPMENT... OpenML
Run
27543

Run 27543

Task 3943 (Supervised Classification) lymphoma_11classes 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
0.9465
Per class
Build CPU time
5.4162
Build memory
3708723615.1667
F measure
0.7629
Per class
Kappa
0.7496
KB relative information score
55.5624
Mean absolute error
0.0894
Mean prior absolute error
0.1551
Number of instances
96
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7455
Per class
Predictive accuracy
0.7917
Prior entropy
3.0892
Recall
0.7917
Per class
Relative absolute error
0.5763
Root mean prior squared error
0.2776
Root mean squared error
0.1904
Root relative squared error
0.6859
SciMark benchmark
906.336