DEVELOPMENT... OpenML
Run
27167

Run 27167

Task 4648 (Supervised Classification) lymphoma_11classes 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
0.9484
Per class
Build CPU time
5.6529
Build memory
81391976.9417
F measure
0.7711
Per class
Kappa
0.7574
KB relative information score
559.3349
Mean absolute error
0.0888
Mean prior absolute error
0.1551
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
0.7563
Per class
Predictive accuracy
0.7979
Prior entropy
3.0892
Recall
0.7979
Per class
Relative absolute error
0.5727
Root mean prior squared error
0.2776
Root mean squared error
0.1881
Root relative squared error
0.6778
SciMark benchmark
931.3054