DEVELOPMENT... OpenML
Run
31867

Run 31867

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9478
Per class
Build CPU time
0.096
Build memory
391363288.3537
F measure
0.9293
Per class
Kappa
0.6919
KB relative information score
297.8755
Mean absolute error
0.078
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
0.9285
Per class
Predictive accuracy
0.9305
Prior entropy
0.5744
Recall
0.9305
Per class
Relative absolute error
0.3328
Root mean prior squared error
0.3414
Root mean squared error
0.2146
Root relative squared error
0.6284
SciMark benchmark
942.2699