Run
521928

Run 521928

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6873.7745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.685
UserCPU time millis testing
1.119
UserCPU time millis training
33.566