Run
518510

Run 518510

Task 9904 (Supervised Classification) autoUniv-au6-750 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
0.5301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.9549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1863
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3206
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.177
UserCPU time millis testing
0.505
UserCPU time millis training
14.672