DEVELOPMENT... OpenML
Run
30824

Run 30824

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7708
Per class
Build CPU time
0.0214
Build memory
892224944
F measure
0.7825
Per class
Kappa
0.5455
KB relative information score
16.8257
Mean absolute error
0.3593
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7821
Per class
Predictive accuracy
0.7833
Prior entropy
0.9728
Recall
0.7833
Per class
Relative absolute error
0.7476
Root mean prior squared error
0.4899
Root mean squared error
0.435
Root relative squared error
0.888
SciMark benchmark
934.8522