Run
520104

Run 520104

Task 3486 (Supervised Classification) spectrometer Uploaded 05-02-2016 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
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.7256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
75.295
UserCPU time millis testing
0.864
UserCPU time millis training
74.431