Run
519397

Run 519397

Task 9902 (Supervised Classification) autoUniv-au6-1000 Uploaded 04-02-2016 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
0.5387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.5252
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1808
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2976
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.539
UserCPU time millis testing
1.07
UserCPU time millis training
23.469