DEVELOPMENT... OpenML
Run
71652

Run 71652

Task 1773 (Supervised Classification) autos 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)_I40
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
0.8222
Per class
Build CPU time
0.0252
Build memory
476159048.8507
F measure
0.5333
Per class
Kappa
0.401
KB relative information score
418.0726
Mean absolute error
0.1538
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5508
Per class
Predictive accuracy
0.5541
Prior entropy
2.3268
Recall
0.5541
Per class
Relative absolute error
0.6961
Root mean prior squared error
0.3318
Root mean squared error
0.2867
Root relative squared error
0.8642
SciMark benchmark
910.9043