DEVELOPMENT... OpenML
Run
27679

Run 27679

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7784
Per class
Build CPU time
0.0081
Build memory
4062170150.4
F measure
0.7467
Per class
Kappa
0.4681
KB relative information score
17.4094
Mean absolute error
0.3526
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
0.7473
Per class
Predictive accuracy
0.75
Prior entropy
0.9728
Recall
0.75
Per class
Relative absolute error
0.7337
Root mean prior squared error
0.4899
Root mean squared error
0.4313
Root relative squared error
0.8804
SciMark benchmark
936.8453