DEVELOPMENT... OpenML
Run
80819

Run 80819

Task 3848 (Supervised Classification) squash-unstored 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
0.5863
Per class
Build CPU time
0.0116
Build memory
765817194.3077
F measure
0.5769
Per class
Kappa
0.1488
KB relative information score
3.871
Mean absolute error
0.4651
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5769
Per class
Predictive accuracy
0.5769
Prior entropy
0.996
Recall
0.5769
Per class
Relative absolute error
0.9355
Root mean prior squared error
0.4985
Root mean squared error
0.5123
Root relative squared error
1.0277
SciMark benchmark
941.5201