Run
523567

Run 523567

Task 3745 (Supervised Classification) mv 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
0.9945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9895
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40334.9224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9729
Cross-validation details (10-fold Crossvalidation)
Recall
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1445
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
248.46
UserCPU time millis testing
6.375
UserCPU time millis training
242.085