DEVELOPMENT... OpenML
Run
30275

Run 30275

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)_I80
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
0.6959
Per class
Build CPU time
0.052
Build memory
84045330.0645
F measure
0.6747
Per class
Kappa
0.3467
KB relative information score
13.3112
Mean absolute error
0.4063
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
0.6777
Per class
Predictive accuracy
0.6774
Prior entropy
0.9972
Recall
0.6774
Per class
Relative absolute error
0.8159
Root mean prior squared error
0.499
Root mean squared error
0.4746
Root relative squared error
0.9512
SciMark benchmark
916.9535