Run
522942

Run 522942

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11020.7706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1346
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7939
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
215.903
UserCPU time millis testing
7.21
UserCPU time millis training
208.693