DEVELOPMENT... OpenML
Run
28903

Run 28903

Task 4644 (Supervised Classification) lymphoma_9classes Uploaded 10-10-2014 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)_I40
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
0.9753
Per class
Build CPU time
9.5917
Build memory
1184018765.8667
F measure
0.8351
Per class
Kappa
0.8061
KB relative information score
599.5481
Mean absolute error
0.0807
Mean prior absolute error
0.1647
Number of instances
960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8303
Per class
Predictive accuracy
0.8656
Prior entropy
2.564
Recall
0.8656
Per class
Relative absolute error
0.49
Root mean prior squared error
0.2845
Root mean squared error
0.1721
Root relative squared error
0.6048
SciMark benchmark
910.4336