DEVELOPMENT... OpenML
Run
27764

Run 27764

Task 4490 (Supervised Classification) fri_c2_100_50 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
0.9099
Per class
Build CPU time
0.0453
Build memory
105743279.92
F measure
0.8774
Per class
Kappa
0.7474
KB relative information score
619.1055
Mean absolute error
0.199
Mean prior absolute error
0.4875
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.878
Per class
Predictive accuracy
0.878
Prior entropy
0.9822
Recall
0.878
Per class
Relative absolute error
0.4083
Root mean prior squared error
0.4936
Root mean squared error
0.3173
Root relative squared error
0.6428
SciMark benchmark
939.225