DEVELOPMENT... OpenML
Run
71963

Run 71963

Task 1802 (Supervised Classification) ecoli Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I20
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8662
Per class
Build CPU time
0.0075
Build memory
746755614.4
F measure
0.6015
Per class
Kappa
0.5077
KB relative information score
796.4427
Mean absolute error
0.0972
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6025
Per class
Predictive accuracy
0.6607
Prior entropy
2.2353
Recall
0.6607
Per class
Relative absolute error
0.5317
Root mean prior squared error
0.3016
Root mean squared error
0.2468
Root relative squared error
0.8184
SciMark benchmark
938.3567