DEVELOPMENT... OpenML
Run
30700

Run 30700

Task 4448 (Supervised Classification) fri_c2_500_25 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
0.9445
Per class
Build CPU time
0.7984
Build memory
840154106
F measure
0.874
Per class
Kappa
0.734
KB relative information score
3179.6862
Mean absolute error
0.1833
Mean prior absolute error
0.4768
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8751
Per class
Predictive accuracy
0.8752
Prior entropy
0.9664
Recall
0.8752
Per class
Relative absolute error
0.3845
Root mean prior squared error
0.4882
Root mean squared error
0.2965
Root relative squared error
0.6074
SciMark benchmark
939.8057