DEVELOPMENT... OpenML
Run
32391

Run 32391

Task 4511 (Supervised Classification) fri_c0_500_10 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
0.9387
Per class
Build CPU time
0.768
Build memory
1523507405.76
F measure
0.8621
Per class
Kappa
0.7237
KB relative information score
2981.0335
Mean absolute error
0.2162
Mean prior absolute error
0.4994
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
0.8625
Per class
Predictive accuracy
0.8622
Prior entropy
0.9991
Recall
0.8622
Per class
Relative absolute error
0.433
Root mean prior squared error
0.4997
Root mean squared error
0.3148
Root relative squared error
0.63
SciMark benchmark
940.366