Run
571854

Run 571854

Task 14967 (Supervised Classification) cjs Uploaded 05-05-2016 by Rafael G. Mantovani
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Flow

classif.ranger(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1534.9881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.6148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9701
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.607
UserCPU time millis testing
0.501
UserCPU time millis training
14.106