Run
515129

Run 515129

Task 3690 (Supervised Classification) boston_corrected 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
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.3038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.46
UserCPU time millis testing
0.424
UserCPU time millis training
3.036