Run
519037

Run 519037

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2238.7746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0067
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.505
UserCPU time millis testing
0.662
UserCPU time millis training
18.843