DEVELOPMENT... OpenML
Run
112200

Run 112200

Task 3631 (Supervised Classification) analcatdata_apnea2 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)_I40
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
0.88
Per class
Build CPU time
0.0542
Build memory
608443174.8211
F measure
0.9391
Per class
Kappa
0.7399
KB relative information score
316.7204
Mean absolute error
0.0611
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
0.9394
Per class
Predictive accuracy
0.9389
Prior entropy
0.5744
Recall
0.9389
Per class
Relative absolute error
0.2606
Root mean prior squared error
0.3414
Root mean squared error
0.2439
Root relative squared error
0.7143
SciMark benchmark
943.4039