DEVELOPMENT... OpenML
Run
30431

Run 30431

Task 4390 (Supervised Classification) chatfield_4 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)_I80
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
0.9522
Per class
Build CPU time
0.1282
Build memory
146484689.7566
F measure
0.8937
Per class
Kappa
0.7792
KB relative information score
1627.3307
Mean absolute error
0.1542
Mean prior absolute error
0.4784
Number of instances
2350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8955
Per class
Predictive accuracy
0.8932
Prior entropy
0.9689
Recall
0.8932
Per class
Relative absolute error
0.3222
Root mean prior squared error
0.489
Root mean squared error
0.2848
Root relative squared error
0.5824
SciMark benchmark
939.678