Run
509462

Run 509462

Task 9940 (Supervised Classification) vertebra-column Uploaded 27-01-2016 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
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.3734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1581
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8505
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.144
UserCPU time millis testing
0.247
UserCPU time millis training
1.897