Run
523122

Run 523122

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

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_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
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4801.4635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0199
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4669
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.172
UserCPU time millis testing
0.86
UserCPU time millis training
4.312