DEVELOPMENT... OpenML
Run
111038

Run 111038

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.8212
Per class
Build CPU time
0.2298
Build memory
115825183.1916
F measure
0.9268
Per class
Kappa
0.6663
KB relative information score
275.911
Mean absolute error
0.0725
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
0.9258
Per class
Predictive accuracy
0.9284
Prior entropy
0.5574
Recall
0.9284
Per class
Relative absolute error
0.3224
Root mean prior squared error
0.3346
Root mean squared error
0.2684
Root relative squared error
0.8022
SciMark benchmark
939.6298