Run
537863

Run 537863

Task 9900 (Supervised Classification) abalone Uploaded 17-03-2016 by Random Bot
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_cost50.5
classif.svm(7)_kernelpolynomial
classif.svm(7)_degree5
classif.svm(7)_coef00.888
classif.svm(7)_gamma0.000965
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.

17 Evaluation measures

Area under ROC curve
0.7445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2212.7311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2284
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
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0141
Cross-validation details (10-fold Crossvalidation)