Run
522091

Run 522091

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19912.6117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2644
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
85.652
UserCPU time millis testing
2.818
UserCPU time millis training
82.834