Run
521318

Run 521318

Task 26 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12450.025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.232
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
40.712
UserCPU time millis testing
2.331
UserCPU time millis training
38.381