DEVELOPMENT... OpenML
Run
129510

Run 129510

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I40
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.5604
Per class
Build CPU time
0.0035
Build memory
1295730305.3828
F measure
0.3741
Per class
Kappa
0.1175
KB relative information score
209.0645
Mean absolute error
0.293
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3644
Per class
Predictive accuracy
0.4141
Prior entropy
1.8507
Recall
0.4141
Per class
Relative absolute error
0.8336
Root mean prior squared error
0.4191
Root mean squared error
0.5413
Root relative squared error
1.2914
SciMark benchmark
916.8903