Run
516781

Run 516781

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.6148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
334.9489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2271
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.166
UserCPU time millis testing
1.142
UserCPU time millis training
16.024