Run
522127

Run 522127

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

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10895.0541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0017
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
0.9916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
53.249
UserCPU time millis testing
1.746
UserCPU time millis training
51.503