DEVELOPMENT... OpenML
Run
27294

Run 27294

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 08-10-2014 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
0.9975
Per class
Build CPU time
119.1675
Build memory
400119841.1237
F measure
0.993
Per class
Kappa
0.9394
KB relative information score
12665.5435
Mean absolute error
0.0109
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.993
Per class
Predictive accuracy
0.993
Prior entropy
0.3338
Recall
0.993
Per class
Relative absolute error
0.0941
Root mean prior squared error
0.2403
Root mean squared error
0.0732
Root relative squared error
0.3047
SciMark benchmark
930.751