Run
520078

Run 520078

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 05-02-2016 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
0.8569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
713.8344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7565
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.073
UserCPU time millis testing
0.57
UserCPU time millis training
16.503