DEVELOPMENT... OpenML
Run
30488

Run 30488

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9411
Per class
Build CPU time
0.0537
Build memory
1182097263.0568
F measure
0.9368
Per class
Kappa
0.709
KB relative information score
274.7449
Mean absolute error
0.0813
Mean prior absolute error
0.225
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
0.9362
Per class
Predictive accuracy
0.9389
Prior entropy
0.5574
Recall
0.9389
Per class
Relative absolute error
0.3613
Root mean prior squared error
0.3346
Root mean squared error
0.2156
Root relative squared error
0.6444
SciMark benchmark
947.229

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