Run
522227

Run 522227

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 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
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19535.5397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7903
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
201.189
UserCPU time millis testing
8.702
UserCPU time millis training
192.487