Run
516132

Run 516132

Task 3741 (Supervised Classification) fri_c2_250_50 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
0.6841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.9389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1151
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.997
UserCPU time millis testing
0.146
UserCPU time millis training
0.851