DEVELOPMENT... OpenML
Run
129585

Run 129585

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.9447
Per class
Build CPU time
0.0446
Build memory
992950116.8
F measure
0.8679
Per class
Kappa
0.7338
KB relative information score
186.9787
Mean absolute error
0.1243
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.868
Per class
Predictive accuracy
0.868
Prior entropy
0.9955
Recall
0.868
Per class
Relative absolute error
0.2502
Root mean prior squared error
0.4984
Root mean squared error
0.3334
Root relative squared error
0.669
SciMark benchmark
916.8903