DEVELOPMENT... OpenML
Run
81161

Run 81161

Task 3500 (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
0.5819
Per class
Build CPU time
0.0107
Build memory
3499476971.3846
F measure
0.5706
Per class
Kappa
0.2353
KB relative information score
6.1462
Mean absolute error
0.3604
Mean prior absolute error
0.3823
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
0.5728
Per class
Predictive accuracy
0.5769
Prior entropy
1.3486
Recall
0.5769
Per class
Relative absolute error
0.9428
Root mean prior squared error
0.4353
Root mean squared error
0.465
Root relative squared error
1.0683
SciMark benchmark
949.2096