Run
523332

Run 523332

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38003.6813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2575
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
121.226
UserCPU time millis testing
3.399
UserCPU time millis training
117.827