DEVELOPMENT... OpenML
Run
28010

Run 28010

Task 4529 (Supervised Classification) analcatdata_broadwaymult Uploaded 09-10-2014 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
0.8199
Per class
Build CPU time
0.0116
Build memory
1856435859.7418
F measure
0.7652
Per class
Kappa
0.5124
KB relative information score
1064.3437
Mean absolute error
0.3155
Mean prior absolute error
0.4853
Number of instances
2850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7701
Per class
Predictive accuracy
0.7698
Prior entropy
0.9789
Recall
0.7698
Per class
Relative absolute error
0.6501
Root mean prior squared error
0.4926
Root mean squared error
0.399
Root relative squared error
0.8101
SciMark benchmark
935.6565