Run
510973

Run 510973

Task 10 (Supervised Classification) lymph 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
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8302
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.6664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7824
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.918
UserCPU time millis testing
0.131
UserCPU time millis training
0.787