Run
516873

Run 516873

Task 9938 (Supervised Classification) robot-failures-lp5 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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.5999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.7256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.524
UserCPU time millis testing
0.219
UserCPU time millis training
2.305