Run
515472

Run 515472

Task 7557 (Supervised Classification) CostaMadre1 Uploaded 28-01-2016 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
0.5015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.5135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1394
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.22
UserCPU time millis testing
0.214
UserCPU time millis training
2.006