Run
572722

Run 572722

Task 3524 (Supervised Classification) fbis.wc Uploaded 11-05-2016 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
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1519.2387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.7085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8094
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1731.67
UserCPU time millis testing
52.332
UserCPU time millis training
1679.338