DEVELOPMENT... OpenML
Run
27370

Run 27370

Task 2122 (Supervised Classification) kropt 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
0.9153
Per class
Build CPU time
2.296
Build memory
1522371448
F measure
0.5547
Per class
Kappa
0.5035
KB relative information score
5269.1444
Mean absolute error
0.0615
Mean prior absolute error
0.0995
Number of instances
9258
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5562
Per class
Predictive accuracy
0.5568
Prior entropy
3.5053
Recall
0.5568
Per class
Relative absolute error
0.6179
Root mean prior squared error
0.2231
Root mean squared error
0.1805
Root relative squared error
0.8091
SciMark benchmark
895.6118