Run
515572

Run 515572

Task 3653 (Supervised Classification) triazines Uploaded 28-01-2016 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
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.6371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Number of instances
186
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9177
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.142
UserCPU time millis testing
0.414
UserCPU time millis training
1.728