DEVELOPMENT... OpenML
Run
27507

Run 27507

Task 1890 (Supervised Classification) lymph 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
0.9079
Per class
Build CPU time
0.0154
Build memory
1606574706.0541
F measure
0.8035
Per class
Kappa
0.6305
KB relative information score
812.6593
Mean absolute error
0.1316
Mean prior absolute error
0.2677
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8012
Per class
Predictive accuracy
0.8061
Prior entropy
1.2818
Recall
0.8061
Per class
Relative absolute error
0.4917
Root mean prior squared error
0.3639
Root mean squared error
0.2606
Root relative squared error
0.716
SciMark benchmark
906.2664