DEVELOPMENT... OpenML
Run
69977

Run 69977

Task 18 (Supervised Classification) mfeat-morphological 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)_I80
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
0.8707
Per class
Build CPU time
0.2496
Build memory
628334554.4
F measure
0.4604
Per class
Kappa
0.4122
KB relative information score
1052.2051
Mean absolute error
0.1081
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4599
Per class
Predictive accuracy
0.471
Prior entropy
3.3219
Recall
0.471
Per class
Relative absolute error
0.6006
Root mean prior squared error
0.3
Root mean squared error
0.2687
Root relative squared error
0.8955
SciMark benchmark
937.52