Run
523092

Run 523092

Task 28 (Supervised Classification) optdigits Uploaded 10-02-2016 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
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5371.1076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3068
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
48.509
UserCPU time millis testing
0.112
UserCPU time millis training
48.397