Run
520703

Run 520703

Task 3681 (Supervised Classification) puma8NH Uploaded 05-02-2016 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
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5359.9211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8271
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8315
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
47.664
UserCPU time millis testing
1.566
UserCPU time millis training
46.098