Run
514441

Run 514441

Task 10093 (Supervised Classification) banknote-authentication Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(3)Learner classif.pamr from package(s) pamr.
classif.pamr(3)_threshold.predict1
classif.pamr(3)_seed1
classif.pamr(3)_kindMersenne-Twister
classif.pamr(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
814.1624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8993
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.597
UserCPU time millis testing
0.023
UserCPU time millis training
2.574