DEVELOPMENT... OpenML
Run
31797

Run 31797

Task 3874 (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
0.9855
Per class
Build CPU time
0.2413
Build memory
878309252.5952
F measure
0.9525
Per class
Kappa
0.903
KB relative information score
289.0321
Mean absolute error
0.0737
Mean prior absolute error
0.489
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
0.9528
Per class
Predictive accuracy
0.9524
Prior entropy
0.9842
Recall
0.9524
Per class
Relative absolute error
0.1508
Root mean prior squared error
0.4944
Root mean squared error
0.1936
Root relative squared error
0.3915
SciMark benchmark
945.678