DEVELOPMENT... OpenML
Run
27894

Run 27894

Task 4511 (Supervised Classification) fri_c0_500_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)_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
0.9327
Per class
Build CPU time
0.1058
Build memory
2159732244.32
F measure
0.8579
Per class
Kappa
0.7153
KB relative information score
2986.8821
Mean absolute error
0.2144
Mean prior absolute error
0.4994
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8582
Per class
Predictive accuracy
0.858
Prior entropy
0.9991
Recall
0.858
Per class
Relative absolute error
0.4294
Root mean prior squared error
0.4997
Root mean squared error
0.3199
Root relative squared error
0.6402
SciMark benchmark
936.8579