Run
538512

Run 538512

Task 3586 (Supervised Classification) abalone Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost3.71e+03
classif.svm(9)_degree2
classif.svm(9)_coef00.00936
classif.svm(9)_gamma541
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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.

17 Evaluation measures

Area under ROC curve
0.5613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
498.9316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8805
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3271
Cross-validation details (10-fold Crossvalidation)