DEVELOPMENT... OpenML
Run
130748

Run 130748

Task 3620 (Supervised Classification) fri_c0_100_5 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
0.7756
Per class
Build CPU time
0.0541
Build memory
506024371.2
F measure
0.7568
Per class
Kappa
0.5106
KB relative information score
52.3078
Mean absolute error
0.2364
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7638
Per class
Predictive accuracy
0.76
Prior entropy
0.9956
Recall
0.76
Per class
Relative absolute error
0.4758
Root mean prior squared error
0.4984
Root mean squared error
0.4778
Root relative squared error
0.9586
SciMark benchmark
927.3354