DEVELOPMENT... OpenML
Run
30644

Run 30644

Task 3665 (Supervised Classification) pyrim 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
0.9175
Per class
Build CPU time
0.0743
Build memory
971931111.8919
F measure
0.8378
Per class
Kappa
0.6669
KB relative information score
45.557
Mean absolute error
0.1938
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8378
Per class
Predictive accuracy
0.8378
Prior entropy
0.9819
Recall
0.8378
Per class
Relative absolute error
0.3979
Root mean prior squared error
0.4934
Root mean squared error
0.3266
Root relative squared error
0.6619
SciMark benchmark
940.8465