Run
149875

Run 149875

Task 2253 (Supervised Classification) BNG(credit-a) 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
0.395
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92814.6396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.446
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4942
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.3069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.554
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9916
Cross-validation details (10-fold Crossvalidation)
Recall
0.554
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
902.4773
UserCPU time millis
7980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
890
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7090
Cross-validation details (10-fold Crossvalidation)