DEVELOPMENT... OpenML
Run
27307

Run 27307

Task 3903 (Supervised Classification) pc3 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
0.8364
Per class
Build CPU time
1.1537
Build memory
428505637.9578
F measure
0.875
Per class
Kappa
0.2219
KB relative information score
-175.0164
Mean absolute error
0.1481
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8698
Per class
Predictive accuracy
0.897
Prior entropy
0.478
Recall
0.897
Per class
Relative absolute error
0.8041
Root mean prior squared error
0.3031
Root mean squared error
0.2793
Root relative squared error
0.9214
SciMark benchmark
945.079