Run
522174

Run 522174

Task 3882 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(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
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10497.0418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0792
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2595
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.801
UserCPU time millis testing
0.042
UserCPU time millis training
4.759