DEVELOPMENT... OpenML
Run
28986

Run 28986

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-10-2014 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)_I40
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
0.9986
Per class
Build CPU time
396.9084
Build memory
1603206915.409
F measure
0.9928
Per class
Kappa
0.9378
KB relative information score
12729.8562
Mean absolute error
0.0107
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9928
Per class
Predictive accuracy
0.9928
Prior entropy
0.3338
Recall
0.9928
Per class
Relative absolute error
0.0924
Root mean prior squared error
0.2403
Root mean squared error
0.0723
Root relative squared error
0.3009
SciMark benchmark
896.8875