DEVELOPMENT... OpenML
Run
72043

Run 72043

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)_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
0.855
Per class
Build CPU time
0.0757
Build memory
167615984.8
F measure
0.464
Per class
Kappa
0.4156
KB relative information score
1044.8425
Mean absolute error
0.1082
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
0.4618
Per class
Predictive accuracy
0.474
Prior entropy
3.3219
Recall
0.474
Per class
Relative absolute error
0.6013
Root mean prior squared error
0.3
Root mean squared error
0.2709
Root relative squared error
0.9029
SciMark benchmark
926.9727