Run
522249

Run 522249

Task 45 (Supervised Classification) splice Uploaded 08-02-2016 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
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2994.1248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9602
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3598
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.927
UserCPU time millis testing
1.152
UserCPU time millis training
17.775