DEVELOPMENT... OpenML
Run
28894

Run 28894

Task 4643 (Supervised Classification) lymphoma_2classes 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
0.9325
Per class
Build CPU time
1.7395
Build memory
2612606476.5867
F measure
0.8999
Per class
Kappa
0.7997
KB relative information score
218.1256
Mean absolute error
0.2849
Mean prior absolute error
0.4998
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9006
Per class
Predictive accuracy
0.9
Prior entropy
0.9997
Recall
0.9
Per class
Relative absolute error
0.57
Root mean prior squared error
0.4999
Root mean squared error
0.3336
Root relative squared error
0.6674
SciMark benchmark
944.221