DEVELOPMENT... OpenML
Run
30838

Run 30838

Task 1918 (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
0.9547
Per class
Build CPU time
0.1997
Build memory
853269828.9833
F measure
0.8456
Per class
Kappa
0.7938
KB relative information score
2450.6101
Mean absolute error
0.0555
Mean prior absolute error
0.1828
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
0.8408
Per class
Predictive accuracy
0.8515
Prior entropy
2.2353
Recall
0.8515
Per class
Relative absolute error
0.3037
Root mean prior squared error
0.3016
Root mean squared error
0.1683
Root relative squared error
0.5579
SciMark benchmark
913.1016

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