DEVELOPMENT... OpenML
Run
32350

Run 32350

Task 4505 (Supervised Classification) fri_c3_500_50 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)_I160
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
0.9426
Per class
Build CPU time
3.5731
Build memory
437724817.28
F measure
0.8696
Per class
Kappa
0.734
KB relative information score
2886.2386
Mean absolute error
0.2249
Mean prior absolute error
0.4918
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8705
Per class
Predictive accuracy
0.8702
Prior entropy
0.9882
Recall
0.8702
Per class
Relative absolute error
0.4574
Root mean prior squared error
0.4959
Root mean squared error
0.31
Root relative squared error
0.6251
SciMark benchmark
946.2755