Run
521296

Run 521296

Task 9892 (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
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12414.4999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2439
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
30.688
UserCPU time millis testing
1.974
UserCPU time millis training
28.714