DEVELOPMENT... OpenML
Run
73996

Run 73996

Task 3812 (Supervised Classification) arsenic-female-bladder 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)_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
0.5283
Per class
Build CPU time
0.0035
Build memory
540506826.576
F measure
0.8219
Per class
Kappa
0.1599
KB relative information score
99.6557
Mean absolute error
0.1614
Mean prior absolute error
0.2462
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8445
Per class
Predictive accuracy
0.8658
Prior entropy
0.5956
Recall
0.8658
Per class
Relative absolute error
0.6555
Root mean prior squared error
0.3502
Root mean squared error
0.3611
Root relative squared error
1.0312
SciMark benchmark
926.9727