DEVELOPMENT... OpenML
Run
29171

Run 29171

Task 3670 (Supervised Classification) fri_c4_500_50 Uploaded 11-10-2014 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)_I40
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
0.9348
Per class
Build CPU time
0.9741
Build memory
926357320
F measure
0.8639
Per class
Kappa
0.7268
KB relative information score
299.8389
Mean absolute error
0.2138
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.864
Per class
Predictive accuracy
0.864
Prior entropy
0.9978
Recall
0.864
Per class
Relative absolute error
0.429
Root mean prior squared error
0.4992
Root mean squared error
0.3156
Root relative squared error
0.6323
SciMark benchmark
945.8546