DEVELOPMENT... OpenML
Run
29696

Run 29696

Task 4288 (Supervised Classification) rmftsa_ladata Uploaded 12-10-2014 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
0.9539
Per class
Build CPU time
0.1685
Build memory
3296344955.5402
F measure
0.8872
Per class
Kappa
0.7706
KB relative information score
3518.3919
Mean absolute error
0.1598
Mean prior absolute error
0.4921
Number of instances
5080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8871
Per class
Predictive accuracy
0.8872
Prior entropy
0.9886
Recall
0.8872
Per class
Relative absolute error
0.3246
Root mean prior squared error
0.496
Root mean squared error
0.2875
Root relative squared error
0.5797
SciMark benchmark
935.2018