DEVELOPMENT... OpenML
Run
28951

Run 28951

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9507
Per class
Build CPU time
0.0188
Build memory
2521609538.9811
F measure
0.9411
Per class
Kappa
0.7472
KB relative information score
300.7091
Mean absolute error
0.0769
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9411
Per class
Predictive accuracy
0.9411
Prior entropy
0.5744
Recall
0.9411
Per class
Relative absolute error
0.3281
Root mean prior squared error
0.3414
Root mean squared error
0.2134
Root relative squared error
0.6249
SciMark benchmark
943.4537