DEVELOPMENT... OpenML
Run
72705

Run 72705

Task 3759 (Supervised Classification) fri_c3_500_25 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)_I20
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
0.8777
Per class
Build CPU time
0.0526
Build memory
1257737811.2
F measure
0.806
Per class
Kappa
0.6061
KB relative information score
248.7542
Mean absolute error
0.2565
Mean prior absolute error
0.4928
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
0.8059
Per class
Predictive accuracy
0.806
Prior entropy
0.9897
Recall
0.806
Per class
Relative absolute error
0.5205
Root mean prior squared error
0.4964
Root mean squared error
0.3743
Root relative squared error
0.754
SciMark benchmark
941.6532