Run
93926

Run 93926

Task 3497 (Supervised Classification) grub-damage Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
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
0.6082
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0001
Cross-validation details (10-fold Crossvalidation)
Build memory
155189400
Cross-validation details (10-fold Crossvalidation)
F measure
0.4213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.3507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2839
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9113