Run
572538

Run 572538

Task 3891 (Supervised Classification) gina_agnostic Uploaded 10-05-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2917.7774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0793
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5633
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
828.034
UserCPU time millis testing
33.047
UserCPU time millis training
794.987