Run
149836

Run 149836

Task 218 (Supervised Classification) covertype Uploaded 08-02-2015 by Joaquin Vanschoren
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Flow

weka.Grading_ZeroR(1)A.K. Seewald, J. Fuernkranz: An Evaluation of Grading Classifiers. In: Advances in Intelligent Data Analysis: 4th International Conference, Berlin/Heidelberg/New York/Tokyo, 115-124, 2001.
weka.Grading_ZeroR(1)_Mtrue
weka.Grading_ZeroR(1)_X10
weka.Grading_ZeroR(1)_S1
weka.Grading_ZeroR(1)_num-slots1

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.

22 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3196
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86054.8448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.178
Cross-validation details (10-fold Crossvalidation)
Number of instances
581012
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
0.2378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7387
Cross-validation details (10-fold Crossvalidation)
Recall
0.4876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
901.0726
UserCPU time millis
5890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4900
Cross-validation details (10-fold Crossvalidation)