DEVELOPMENT... OpenML
Run
72430

Run 72430

Task 3915 (Supervised Classification) kc3 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
0.7263
Per class
Build CPU time
0.0688
Build memory
411346830.7948
F measure
0.8538
Per class
Kappa
-0.027
KB relative information score
3.1253
Mean absolute error
0.1216
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8197
Per class
Predictive accuracy
0.8908
Prior entropy
0.4551
Recall
0.8908
Per class
Relative absolute error
0.7088
Root mean prior squared error
0.2917
Root mean squared error
0.2928
Root relative squared error
1.004
SciMark benchmark
943.2191