Run
510522

Run 510522

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.7425
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.7925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.322
UserCPU time millis testing
0.046
UserCPU time millis training
0.276