DEVELOPMENT... OpenML
Run
29411

Run 29411

Task 1918 (Supervised Classification) ecoli Uploaded 11-10-2014 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
0.9536
Per class
Build CPU time
0.6274
Build memory
235513368.5833
F measure
0.8456
Per class
Kappa
0.7939
KB relative information score
2454.5181
Mean absolute error
0.0552
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
0.8409
Per class
Predictive accuracy
0.8515
Prior entropy
2.2353
Recall
0.8515
Per class
Relative absolute error
0.3019
Root mean prior squared error
0.3016
Root mean squared error
0.1684
Root relative squared error
0.5585
SciMark benchmark
937.4012