Run
517025

Run 517025

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 by Rafael Gomes Mantovani
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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
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4121.8874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6652
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.545
UserCPU time millis testing
2.234
UserCPU time millis training
32.311