DEVELOPMENT... OpenML
Run
28574

Run 28574

Task 4352 (Supervised Classification) rabe_266 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
0.9882
Per class
Build CPU time
0.0098
Build memory
91444039.12
F measure
0.9375
Per class
Kappa
0.875
KB relative information score
1008.0454
Mean absolute error
0.084
Mean prior absolute error
0.4988
Number of instances
1200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9387
Per class
Predictive accuracy
0.9375
Prior entropy
0.9983
Recall
0.9375
Per class
Relative absolute error
0.1685
Root mean prior squared error
0.4994
Root mean squared error
0.2049
Root relative squared error
0.4103
SciMark benchmark
939.5507