DEVELOPMENT... OpenML
Run
27157

Run 27157

Task 4644 (Supervised Classification) lymphoma_9classes 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
0.9713
Per class
Build CPU time
4.5827
Build memory
96946655.6917
F measure
0.8302
Per class
Kappa
0.793
KB relative information score
592.5831
Mean absolute error
0.0813
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
0.8261
Per class
Predictive accuracy
0.8573
Prior entropy
2.564
Recall
0.8573
Per class
Relative absolute error
0.4934
Root mean prior squared error
0.2845
Root mean squared error
0.1764
Root relative squared error
0.6199
SciMark benchmark
942.6154