DEVELOPMENT... OpenML
Run
130810

Run 130810

Task 3689 (Supervised Classification) fri_c1_500_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)_I160
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
0.8499
Per class
Build CPU time
0.2412
Build memory
502402594.4
F measure
0.8139
Per class
Kappa
0.6241
KB relative information score
313.6709
Mean absolute error
0.1836
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8138
Per class
Predictive accuracy
0.814
Prior entropy
0.9934
Recall
0.814
Per class
Relative absolute error
0.3705
Root mean prior squared error
0.4977
Root mean squared error
0.424
Root relative squared error
0.852
SciMark benchmark
927.3354