Run
523149

Run 523149

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5120.9644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.11
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.902
UserCPU time millis testing
0.846
UserCPU time millis training
20.056