DEVELOPMENT... OpenML
Run
29394

Run 29394

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.772
Per class
Build CPU time
0.0188
Build memory
2252482652
F measure
0.7467
Per class
Kappa
0.4681
KB relative information score
16.551
Mean absolute error
0.3602
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
0.7494
Root mean prior squared error
0.4899
Root mean squared error
0.4356
Root relative squared error
0.8892
SciMark benchmark
938.5022