DEVELOPMENT... OpenML
Run
31684

Run 31684

Task 3605 (Supervised Classification) sleep Uploaded 13-10-2014 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)_I160
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
0.6855
Per class
Build CPU time
0.0822
Build memory
929905549.5484
F measure
0.6899
Per class
Kappa
0.378
KB relative information score
13.1444
Mean absolute error
0.408
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6955
Per class
Predictive accuracy
0.6935
Prior entropy
0.9972
Recall
0.6935
Per class
Relative absolute error
0.8194
Root mean prior squared error
0.499
Root mean squared error
0.4753
Root relative squared error
0.9525
SciMark benchmark
924.0851