DEVELOPMENT... OpenML
Run
32021

Run 32021

Task 3915 (Supervised Classification) kc3 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
0.8242
Per class
Build CPU time
1.7324
Build memory
1002354934.131
F measure
0.8861
Per class
Kappa
0.2321
KB relative information score
-36.8167
Mean absolute error
0.1346
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8813
Per class
Predictive accuracy
0.9061
Prior entropy
0.4551
Recall
0.9061
Per class
Relative absolute error
0.7847
Root mean prior squared error
0.2917
Root mean squared error
0.2689
Root relative squared error
0.9218
SciMark benchmark
945.2633