Run
508706

Run 508706

Task 3642 (Supervised Classification) fri_c0_250_5 Uploaded 27-01-2016 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(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
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7376
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.794
UserCPU time millis testing
0.192
UserCPU time millis training
1.602