DEVELOPMENT... OpenML
Run
146550

Run 146550

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 01-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.8197
Per class
F measure
0.9263
Per class
Kappa
0.6613
KB relative information score
279.5039
Mean absolute error
0.0716
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
0.9251
Per class
Predictive accuracy
0.9284
Prior entropy
0.5574
Recall
0.9284
Per class
Relative absolute error
0.3182
Root mean prior squared error
0.3346
Root mean squared error
0.2674
Root relative squared error
0.7994
SciMark benchmark
945.3151
UserCPU time millis
150
UserCPU time millis testing
20
UserCPU time millis training
130