Run
518707

Run 518707

Task 1 (Supervised Classification) anneal Uploaded 30-01-2016 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
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
855.7318
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.99
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2238
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.252
UserCPU time millis testing
0.195
UserCPU time millis training
2.057