Run
523150

Run 523150

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

classif.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3806.6538
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0443
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6962
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
222.312
UserCPU time millis testing
0.505
UserCPU time millis training
221.807