Run
523142

Run 523142

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

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(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
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4511.0081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.027
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
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5439
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.613
UserCPU time millis testing
0.034
UserCPU time millis training
7.579