DEVELOPMENT... OpenML
Run
82658

Run 82658

Task 1802 (Supervised Classification) ecoli 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)_I160
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
0.9546
Per class
Build CPU time
0.1066
Build memory
141915985.6
F measure
0.8211
Per class
Kappa
0.7641
KB relative information score
1148.5138
Mean absolute error
0.0674
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.821
Per class
Predictive accuracy
0.8304
Prior entropy
2.2353
Recall
0.8304
Per class
Relative absolute error
0.3685
Root mean prior squared error
0.3016
Root mean squared error
0.1774
Root relative squared error
0.588
SciMark benchmark
944.2422