Run
523110

Run 523110

Task 28 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.xyf(4)Learner classif.xyf from package(s) kohonen.
classif.xyf(4)_seed1
classif.xyf(4)_kindMersenne-Twister
classif.xyf(4)_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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5432.8918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0064
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
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.266
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
102.765
UserCPU time millis testing
0.452
UserCPU time millis training
102.313