Run
572791

Run 572791

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.1972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0707
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6464
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.6464
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.907
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
435.598
UserCPU time millis testing
62.406
UserCPU time millis training
373.192