DEVELOPMENT... OpenML
Run
55584

Run 55584

Task 2094 (Learning Curve) adult Uploaded 11-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
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
0.5707 ± 0.0093
Per class
Build CPU time
0.1548
Build memory
2841498896.16
F measure
0.6919 ± 0.0031
Per class
Kappa
0.0895 ± 0.0091
KB relative information score
0.1269 ± 0.0112
Mean absolute error
0.2858 ± 0.0032
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6802 ± 0.0048
Per class
Predictive accuracy
0.7386 ± 0.0039
Prior entropy
0.7938 ± 0.0002
Recall
0.7386 ± 0.0039
Per class
Relative absolute error
0.7851 ± 0.0088
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.4619 ± 0.0032
Root relative squared error
1.0827 ± 0.0075
SciMark benchmark
1657.0131