DEVELOPMENT... OpenML
Run
29846

Run 29846

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)_I40
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
0.9851
Per class
Build CPU time
0.0551
Build memory
86117142.0048
F measure
0.9577
Per class
Kappa
0.9136
KB relative information score
2910.6204
Mean absolute error
0.0711
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
0.9578
Per class
Predictive accuracy
0.9577
Prior entropy
0.9842
Recall
0.9577
Per class
Relative absolute error
0.1453
Root mean prior squared error
0.4944
Root mean squared error
0.1877
Root relative squared error
0.3797
SciMark benchmark
930.8816