DEVELOPMENT... OpenML
Run
34937

Run 34937

Task 1918 (Supervised Classification) ecoli Uploaded 21-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9558
Per class
Build CPU time
0.9647
Build memory
2840421204.2786
F measure
0.8416
Per class
Kappa
0.7896
KB relative information score
2428.6171
Mean absolute error
0.0586
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
0.8382
Per class
Predictive accuracy
0.8491
Prior entropy
2.2353
Recall
0.8491
Per class
Relative absolute error
0.3205
Root mean prior squared error
0.3016
Root mean squared error
0.1694
Root relative squared error
0.5617
SciMark benchmark
946.7744