Run
572468

Run 572468

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 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(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
884.4964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
128.13
UserCPU time millis testing
1.584
UserCPU time millis training
126.546