Run
522144

Run 522144

Task 3882 (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
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9929.0896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0136
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
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3813
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.164
UserCPU time millis testing
0.206
UserCPU time millis training
2.958