DEVELOPMENT... OpenML
Run
70245

Run 70245

Task 3917 (Supervised Classification) kc1 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I80
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
0.7921
Per class
Build CPU time
0.5549
Build memory
633236838.6686
F measure
0.8062
Per class
Kappa
0.1574
KB relative information score
381.0889
Mean absolute error
0.175
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8074
Per class
Predictive accuracy
0.8468
Prior entropy
0.622
Recall
0.8468
Per class
Relative absolute error
0.6689
Root mean prior squared error
0.3615
Root mean squared error
0.3428
Root relative squared error
0.9482
SciMark benchmark
941.6532