DEVELOPMENT... OpenML
Run
70454

Run 70454

Task 3549 (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)_I80
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
0.9253
Per class
Build CPU time
0.6268
Build memory
154747523.434
F measure
0.6835
Per class
Kappa
0.577
KB relative information score
425.497
Mean absolute error
0.1831
Mean prior absolute error
0.3439
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
0.6648
Per class
Predictive accuracy
0.7229
Prior entropy
1.7898
Recall
0.7229
Per class
Relative absolute error
0.5323
Root mean prior squared error
0.4146
Root mean squared error
0.3012
Root relative squared error
0.7265
SciMark benchmark
938.3567