DEVELOPMENT... OpenML
Run
32196

Run 32196

Task 4466 (Supervised Classification) hip 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)_I160
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
0.8495
Per class
Build CPU time
0.0353
Build memory
1228239596.8889
F measure
0.7862
Per class
Kappa
0.572
KB relative information score
222.1478
Mean absolute error
0.3111
Mean prior absolute error
0.4993
Number of instances
540
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7888
Per class
Predictive accuracy
0.787
Prior entropy
0.9991
Recall
0.787
Per class
Relative absolute error
0.623
Root mean prior squared error
0.4997
Root mean squared error
0.3908
Root relative squared error
0.7821
SciMark benchmark
906.1952