DEVELOPMENT... OpenML
Run
27139

Run 27139

Task 38 (Supervised Classification) ecoli Uploaded 08-10-2014 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)_I20
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
0.9554
Per class
Build CPU time
0.0653
Build memory
400495263.1429
F measure
0.8574
Per class
Kappa
0.8099
KB relative information score
245.7281
Mean absolute error
0.0545
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
0.8525
Per class
Predictive accuracy
0.8631
Prior entropy
2.2353
Recall
0.8631
Per class
Relative absolute error
0.2983
Root mean prior squared error
0.3016
Root mean squared error
0.1683
Root relative squared error
0.5581
SciMark benchmark
945.6104