DEVELOPMENT... OpenML
Run
27403

Run 27403

Task 4646 (Supervised Classification) GCM 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
0.9373
Per class
Build CPU time
68.3318
Build memory
1149338180.96
F measure
0.6852
Per class
Kappa
0.6594
KB relative information score
1125.7084
Mean absolute error
0.0747
Mean prior absolute error
0.1309
Number of instances
1900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6885
Per class
Predictive accuracy
0.6884
Prior entropy
3.7108
Recall
0.6884
Per class
Relative absolute error
0.5708
Root mean prior squared error
0.2557
Root mean squared error
0.1813
Root relative squared error
0.7089
SciMark benchmark
607.5071