DEVELOPMENT... OpenML
Run
32157

Run 32157

Task 4459 (Supervised Classification) sleuth_case1202 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
0.878
Per class
Build CPU time
0.0617
Build memory
1303108763.785
F measure
0.8343
Per class
Kappa
0.6611
KB relative information score
499.6837
Mean absolute error
0.2245
Mean prior absolute error
0.475
Number of instances
930
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.85
Per class
Predictive accuracy
0.8323
Prior entropy
0.9645
Recall
0.8323
Per class
Relative absolute error
0.4725
Root mean prior squared error
0.4871
Root mean squared error
0.3483
Root relative squared error
0.715
SciMark benchmark
942.3648