Run
571856

Run 571856

Task 14967 (Supervised Classification) cjs Uploaded 05-05-2016 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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2403.514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5255
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.042
UserCPU time millis testing
0.879
UserCPU time millis training
25.163