DEVELOPMENT... OpenML
Run
27513

Run 27513

Task 3938 (Supervised Classification) lymphoma_2classes 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
0.9368
Per class
Build CPU time
0.8032
Build memory
101439172.0889
F measure
0.8667
Per class
Kappa
0.7332
KB relative information score
22.3472
Mean absolute error
0.2742
Mean prior absolute error
0.4998
Number of instances
45
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8667
Per class
Predictive accuracy
0.8667
Prior entropy
0.9997
Recall
0.8667
Per class
Relative absolute error
0.5486
Root mean prior squared error
0.4999
Root mean squared error
0.334
Root relative squared error
0.6681
SciMark benchmark
929.7804