DEVELOPMENT... OpenML
Run
32730

Run 32730

Task 4579 (Supervised Classification) ecoli Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9857
Per class
Build CPU time
0.1648
Build memory
201727509.6452
F measure
0.9592
Per class
Kappa
0.9167
KB relative information score
2913.0186
Mean absolute error
0.0708
Mean prior absolute error
0.489
Number of instances
3360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9593
Per class
Predictive accuracy
0.9592
Prior entropy
0.9842
Recall
0.9592
Per class
Relative absolute error
0.1448
Root mean prior squared error
0.4944
Root mean squared error
0.1868
Root relative squared error
0.3778
SciMark benchmark
934.9904