DEVELOPMENT... OpenML
Run
30426

Run 30426

Task 38 (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)_I80
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
0.9541
Per class
Build CPU time
0.3079
Build memory
1882812846.7143
F measure
0.8573
Per class
Kappa
0.8104
KB relative information score
246.3961
Mean absolute error
0.055
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8522
Per class
Predictive accuracy
0.8631
Prior entropy
2.2353
Recall
0.8631
Per class
Relative absolute error
0.3009
Root mean prior squared error
0.3016
Root mean squared error
0.1668
Root relative squared error
0.5532
SciMark benchmark
750.4926