Run
515710

Run 515710

Task 21 (Supervised Classification) car Uploaded 28-01-2016 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
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1139.3119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0579
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7115
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.14
UserCPU time millis testing
0.182
UserCPU time millis training
3.958