DEVELOPMENT... OpenML
Run
31220

Run 31220

Task 4303 (Supervised Classification) fri_c0_250_50 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
0.8798
Per class
Build CPU time
0.7121
Build memory
3020092217.84
F measure
0.7924
Per class
Kappa
0.583
KB relative information score
974.0558
Mean absolute error
0.3221
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7924
Per class
Predictive accuracy
0.7924
Prior entropy
0.9971
Recall
0.7924
Per class
Relative absolute error
0.6468
Root mean prior squared error
0.499
Root mean squared error
0.3807
Root relative squared error
0.763
SciMark benchmark
946.9593