DEVELOPMENT... OpenML
Run
28806

Run 28806

Task 3608 (Supervised Classification) fri_c4_500_100 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)_I40
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
0.9361
Per class
Build CPU time
1.8224
Build memory
1802902540
F measure
0.8667
Per class
Kappa
0.7275
KB relative information score
297.6965
Mean absolute error
0.2134
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8703
Per class
Predictive accuracy
0.868
Prior entropy
0.9875
Recall
0.868
Per class
Relative absolute error
0.4343
Root mean prior squared error
0.4956
Root mean squared error
0.3105
Root relative squared error
0.6266
SciMark benchmark
934.8923