DEVELOPMENT... OpenML
Run
30170

Run 30170

Task 4362 (Supervised Classification) fri_c2_500_5 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
0.9652
Per class
Build CPU time
0.2135
Build memory
719271364.64
F measure
0.9049
Per class
Kappa
0.8016
KB relative information score
3682.7883
Mean absolute error
0.1331
Mean prior absolute error
0.4816
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.906
Per class
Predictive accuracy
0.9056
Prior entropy
0.9735
Recall
0.9056
Per class
Relative absolute error
0.2764
Root mean prior squared error
0.4907
Root mean squared error
0.2629
Root relative squared error
0.5358
SciMark benchmark
946.7913