Run
522307

Run 522307

Task 58 (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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4030.5128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0945
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6522
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
78.735
UserCPU time millis testing
1.755
UserCPU time millis training
76.98