Run
502511

Run 502511

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ranger(2)Learner classif.ranger from package(s) ranger.
classif.ranger(2)_num.threads1
classif.ranger(2)_verboseFALSE
classif.ranger(2)_seed1
classif.ranger(2)_kindMersenne-Twister
classif.ranger(2)_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
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.8415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2432
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9874
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.804
UserCPU time millis testing
0.128
UserCPU time millis training
0.676