DEVELOPMENT... OpenML
Run
32133

Run 32133

Task 4455 (Supervised Classification) mbagrade 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
0.6381
Per class
Build CPU time
0.0174
Build memory
206629239.9344
F measure
0.6232
Per class
Kappa
0.2561
KB relative information score
80.0465
Mean absolute error
0.4414
Mean prior absolute error
0.4988
Number of instances
610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6419
Per class
Predictive accuracy
0.6344
Prior entropy
0.9984
Recall
0.6344
Per class
Relative absolute error
0.8849
Root mean prior squared error
0.4994
Root mean squared error
0.4806
Root relative squared error
0.9623
SciMark benchmark
943.6315