Run
509259

Run 509259

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.29
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8939
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.241
UserCPU time millis testing
0.035
UserCPU time millis training
0.206