DEVELOPMENT... OpenML
Run
28070

Run 28070

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.9575
Per class
Build CPU time
0.0251
Build memory
1005383989.6
F measure
0.8799
Per class
Kappa
0.756
KB relative information score
175.1135
Mean absolute error
0.1559
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8799
Per class
Predictive accuracy
0.88
Prior entropy
0.9898
Recall
0.88
Per class
Relative absolute error
0.3162
Root mean prior squared error
0.4964
Root mean squared error
0.2803
Root relative squared error
0.5647
SciMark benchmark
929.0522