DEVELOPMENT... OpenML
Run
26703

Run 26703

Task 4610 (Supervised Classification) mc2 Uploaded 08-10-2014 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)_I20
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
0.7334
Per class
Build CPU time
0.0955
Build memory
82344680.0497
F measure
0.7038
Per class
Kappa
0.3016
KB relative information score
303.0197
Mean absolute error
0.3507
Mean prior absolute error
0.4381
Number of instances
1610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.706
Per class
Predictive accuracy
0.7224
Prior entropy
0.9099
Recall
0.7224
Per class
Relative absolute error
0.8006
Root mean prior squared error
0.4676
Root mean squared error
0.4346
Root relative squared error
0.9294
SciMark benchmark
936.2497