DEVELOPMENT... OpenML
Run
28516

Run 28516

Task 3833 (Supervised Classification) analcatdata_authorship Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9979
Per class
Build CPU time
0.6632
Build memory
1644999895.591
F measure
0.9761
Per class
Kappa
0.9491
KB relative information score
747.0498
Mean absolute error
0.0595
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
0.9764
Per class
Predictive accuracy
0.9762
Prior entropy
0.9561
Recall
0.9762
Per class
Relative absolute error
0.1266
Root mean prior squared error
0.4846
Root mean squared error
0.141
Root relative squared error
0.2909
SciMark benchmark
930.7201