DEVELOPMENT... OpenML
Run
28822

Run 28822

Task 4378 (Supervised Classification) fri_c0_100_10 Uploaded 09-10-2014 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
0.8911
Per class
Build CPU time
0.0304
Build memory
1682832335.52
F measure
0.8111
Per class
Kappa
0.6176
KB relative information score
417.8812
Mean absolute error
0.306
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8122
Per class
Predictive accuracy
0.812
Prior entropy
0.9931
Recall
0.812
Per class
Relative absolute error
0.618
Root mean prior squared error
0.4975
Root mean squared error
0.3687
Root relative squared error
0.7412
SciMark benchmark
939.5412