Run
522354

Run 522354

Task 3842 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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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
0.8653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3736.9899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6945
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
52.193
UserCPU time millis testing
1.261
UserCPU time millis training
50.932