DEVELOPMENT... OpenML
Run
28917

Run 28917

Task 4648 (Supervised Classification) lymphoma_11classes 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
0.9548
Per class
Build CPU time
11.6978
Build memory
1230120322.5
F measure
0.7989
Per class
Kappa
0.7924
KB relative information score
563.7868
Mean absolute error
0.0887
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
0.7864
Per class
Predictive accuracy
0.8271
Prior entropy
3.0892
Recall
0.8271
Per class
Relative absolute error
0.572
Root mean prior squared error
0.2776
Root mean squared error
0.1844
Root relative squared error
0.6645
SciMark benchmark
912.5014