Run
507175

Run 507175

Task 3694 (Supervised Classification) fri_c1_100_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.4957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.17
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.83
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8288
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.649
UserCPU time millis testing
0.11
UserCPU time millis training
0.539