DEVELOPMENT... OpenML
Run
72621

Run 72621

Task 3735 (Supervised Classification) pollen 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
0.4994
Per class
Build CPU time
0.1946
Build memory
1147314873.7069
F measure
0.4945
Per class
Kappa
-0.0073
KB relative information score
0.2164
Mean absolute error
0.4998
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.4963
Per class
Predictive accuracy
0.4964
Prior entropy
1
Recall
0.4964
Per class
Relative absolute error
0.9997
Root mean prior squared error
0.5
Root mean squared error
0.5261
Root relative squared error
1.0522
SciMark benchmark
785.9104