Run
509070

Run 509070

Task 60 (Supervised Classification) zoo 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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.7439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0339
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5593
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.352
UserCPU time millis testing
0.097
UserCPU time millis training
0.255