DEVELOPMENT... OpenML
Run
30405

Run 30405

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)_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
0.9849
Per class
Build CPU time
0.0838
Build memory
452681671.619
F measure
0.9554
Per class
Kappa
0.9089
KB relative information score
288.7127
Mean absolute error
0.0744
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
0.9556
Per class
Predictive accuracy
0.9554
Prior entropy
0.9842
Recall
0.9554
Per class
Relative absolute error
0.1522
Root mean prior squared error
0.4944
Root mean squared error
0.1936
Root relative squared error
0.3916
SciMark benchmark
931.058