DEVELOPMENT... OpenML
Run
27131

Run 27131

Task 4643 (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
0.9258
Per class
Build CPU time
0.7198
Build memory
957716808.7111
F measure
0.8888
Per class
Kappa
0.7775
KB relative information score
218.3204
Mean absolute error
0.2827
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
0.8891
Per class
Predictive accuracy
0.8889
Prior entropy
0.9997
Recall
0.8889
Per class
Relative absolute error
0.5657
Root mean prior squared error
0.4999
Root mean squared error
0.3376
Root relative squared error
0.6754
SciMark benchmark
947.5783