DEVELOPMENT... OpenML
Run
27054

Run 27054

Task 4380 (Supervised Classification) pbc 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
0.7575
Per class
Build CPU time
0.1574
Build memory
1179598074.1416
F measure
0.6875
Per class
Kappa
0.3681
KB relative information score
1044.423
Mean absolute error
0.381
Mean prior absolute error
0.495
Number of instances
4180
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6873
Per class
Predictive accuracy
0.6878
Prior entropy
0.9928
Recall
0.6878
Per class
Relative absolute error
0.7698
Root mean prior squared error
0.4975
Root mean squared error
0.4466
Root relative squared error
0.8977
SciMark benchmark
894.2354