Run
545664

Run 545664

Task 3785 (Supervised Classification) fri_c2_100_50 Uploaded 01-04-2016 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

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.7094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.8863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.28
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.72
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9822
Cross-validation details (10-fold Crossvalidation)
Recall
0.72
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0721
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.235
UserCPU time millis testing
0.039
UserCPU time millis training
0.196