DEVELOPMENT... OpenML
Run
27885

Run 27885

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.9073
Per class
Build CPU time
0.0132
Build memory
779176224
F measure
0.8082
Per class
Kappa
0.6154
KB relative information score
51.5001
Mean absolute error
0.2547
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8147
Per class
Predictive accuracy
0.81
Prior entropy
0.9975
Recall
0.81
Per class
Relative absolute error
0.5111
Root mean prior squared error
0.4991
Root mean squared error
0.3499
Root relative squared error
0.7011
SciMark benchmark
946.7083