Run
573213

Run 573213

Task 14966 (Supervised Classification) Bioresponse Uploaded 29-05-2016 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
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1482.4394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7971
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2918.086
UserCPU time millis testing
48.219
UserCPU time millis training
2869.867