DEVELOPMENT... OpenML
Run
30078

Run 30078

Task 4353 (Supervised Classification) fri_c3_100_10 Uploaded 13-10-2014 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)_I80
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
0.8606
Per class
Build CPU time
0.0602
Build memory
70692964.16
F measure
0.8011
Per class
Kappa
0.5828
KB relative information score
410.0302
Mean absolute error
0.2982
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8017
Per class
Predictive accuracy
0.803
Prior entropy
0.9721
Recall
0.803
Per class
Relative absolute error
0.6208
Root mean prior squared error
0.4899
Root mean squared error
0.3775
Root relative squared error
0.7706
SciMark benchmark
897.3047