DEVELOPMENT... OpenML
Run
29710

Run 29710

Task 4547 (Supervised Classification) waveform-5000 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
0.9487
Per class
Build CPU time
12.6195
Build memory
3979875035.12
F measure
0.8748
Per class
Kappa
0.7182
KB relative information score
29542.2478
Mean absolute error
0.189
Mean prior absolute error
0.4478
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8748
Per class
Predictive accuracy
0.876
Prior entropy
0.9233
Recall
0.876
Per class
Relative absolute error
0.422
Root mean prior squared error
0.4732
Root mean squared error
0.2949
Root relative squared error
0.6233
SciMark benchmark
1080.2594