DEVELOPMENT... OpenML
Run
112199

Run 112199

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.8271
Per class
Build CPU time
0.0561
Build memory
97978231.2
F measure
0.9192
Per class
Kappa
0.6101
KB relative information score
237.3742
Mean absolute error
0.078
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9177
Per class
Predictive accuracy
0.9222
Prior entropy
0.5405
Recall
0.9222
Per class
Relative absolute error
0.3615
Root mean prior squared error
0.3275
Root mean squared error
0.278
Root relative squared error
0.8486
SciMark benchmark
934.6076