Run
519626

Run 519626

Task 36 (Supervised Classification) segment 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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2253.8807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2292
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.9
UserCPU time millis testing
0.429
UserCPU time millis training
12.471