DEVELOPMENT... OpenML
Run
30457

Run 30457

Task 4396 (Supervised Classification) sensory 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
0.7566
Per class
Build CPU time
0.1189
Build memory
221423438.4097
F measure
0.7054
Per class
Kappa
0.3897
KB relative information score
1433.2144
Mean absolute error
0.3759
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7055
Per class
Predictive accuracy
0.7085
Prior entropy
0.9792
Recall
0.7085
Per class
Relative absolute error
0.774
Root mean prior squared error
0.4927
Root mean squared error
0.4418
Root relative squared error
0.8966
SciMark benchmark
938.5458