DEVELOPMENT... OpenML
Run
80917

Run 80917

Task 2079 (Supervised Classification) eucalyptus 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)_I20
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
0.7732
Per class
Build CPU time
0.1411
Build memory
848246882.5543
F measure
0.4459
Per class
Kappa
0.2963
KB relative information score
260.5496
Mean absolute error
0.2343
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4427
Per class
Predictive accuracy
0.4565
Prior entropy
2.2629
Recall
0.4565
Per class
Relative absolute error
0.7481
Root mean prior squared error
0.3957
Root mean squared error
0.3696
Root relative squared error
0.9339
SciMark benchmark
943.4766