DEVELOPMENT... OpenML
Run
82278

Run 82278

Task 3707 (Supervised Classification) analcatdata_runshoes Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I80
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.7674
Per class
Build CPU time
0.0223
Build memory
226099326.4
F measure
0.7667
Per class
Kappa
0.5139
KB relative information score
15.7717
Mean absolute error
0.3702
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
0.7667
Per class
Predictive accuracy
0.7667
Prior entropy
0.9728
Recall
0.7667
Per class
Relative absolute error
0.7701
Root mean prior squared error
0.4899
Root mean squared error
0.4313
Root relative squared error
0.8805
SciMark benchmark
947.903