DEVELOPMENT... OpenML
Run
74158

Run 74158

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9139
Per class
Build CPU time
0.1157
Build memory
586948313.2842
F measure
0.8646
Per class
Kappa
0.7158
KB relative information score
560.0898
Mean absolute error
0.1574
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8697
Per class
Predictive accuracy
0.8633
Prior entropy
0.9561
Recall
0.8633
Per class
Relative absolute error
0.3351
Root mean prior squared error
0.4846
Root mean squared error
0.3343
Root relative squared error
0.6897
SciMark benchmark
941.6532