Run
520972

Run 520972

Task 3858 (Supervised Classification) mfeat-zernike Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1832.3435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3496
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.092
UserCPU time millis testing
0.08
UserCPU time millis training
2.012