DEVELOPMENT... OpenML
Run
30906

Run 30906

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.7862
Per class
Build CPU time
0.0616
Build memory
643559709.8851
F measure
0.6665
Per class
Kappa
0.332
KB relative information score
27.0696
Mean absolute error
0.3508
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6665
Per class
Predictive accuracy
0.6667
Prior entropy
0.9992
Recall
0.6667
Per class
Relative absolute error
0.7025
Root mean prior squared error
0.4997
Root mean squared error
0.4338
Root relative squared error
0.8682
SciMark benchmark
948.0256