DEVELOPMENT... OpenML
Run
27730

Run 27730

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 08-10-2014 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)_I20
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
0.5853
Per class
Build CPU time
0.0294
Build memory
472577201.6604
F measure
0.7134
Per class
Kappa
0.1014
KB relative information score
-10.3159
Mean absolute error
0.3284
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6983
Per class
Predictive accuracy
0.7484
Prior entropy
0.7667
Recall
0.7484
Per class
Relative absolute error
0.951
Root mean prior squared error
0.4143
Root mean squared error
0.4288
Root relative squared error
1.0349
SciMark benchmark
897.5668