DEVELOPMENT... OpenML
Run
81662

Run 81662

Task 3759 (Supervised Classification) fri_c3_500_25 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)_I40
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
0.952
Per class
Build CPU time
0.2634
Build memory
1154003968
F measure
0.8721
Per class
Kappa
0.7405
KB relative information score
294.9299
Mean absolute error
0.22
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8721
Per class
Predictive accuracy
0.872
Prior entropy
0.9897
Recall
0.872
Per class
Relative absolute error
0.4465
Root mean prior squared error
0.4964
Root mean squared error
0.3014
Root relative squared error
0.6071
SciMark benchmark
947.4258