DEVELOPMENT... OpenML
Run
31887

Run 31887

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)_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
0.9385
Per class
Build CPU time
0.0987
Build memory
719222949.9958
F measure
0.9344
Per class
Kappa
0.6967
KB relative information score
274.4901
Mean absolute error
0.0814
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
0.9337
Per class
Predictive accuracy
0.9368
Prior entropy
0.5574
Recall
0.9368
Per class
Relative absolute error
0.3618
Root mean prior squared error
0.3346
Root mean squared error
0.2147
Root relative squared error
0.6417
SciMark benchmark
943.7971