Run
522104

Run 522104

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10349.7286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3524
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.809
UserCPU time millis testing
0.121
UserCPU time millis training
15.688