DEVELOPMENT... OpenML
Run
29018

Run 29018

Task 58 (Supervised Classification) waveform-5000 Uploaded 10-10-2014 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
0.9598
Per class
Build CPU time
17.8577
Build memory
4021446181.6
F measure
0.8383
Per class
Kappa
0.7583
KB relative information score
3412.4102
Mean absolute error
0.1727
Mean prior absolute error
0.4444
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
0.8394
Per class
Predictive accuracy
0.8388
Prior entropy
1.5849
Recall
0.8388
Per class
Relative absolute error
0.3886
Root mean prior squared error
0.4714
Root mean squared error
0.278
Root relative squared error
0.5898
SciMark benchmark
940.314