Run
523107

Run 523107

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

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5540.4947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0027
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
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1734
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.743
UserCPU time millis testing
1.727
UserCPU time millis training
42.016