Run
538845

Run 538845

Task 3586 (Supervised Classification) abalone Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost4.08e-05
classif.svm(9)_kernellinear
classif.svm(9)_degree5
classif.svm(9)_coef00.881
classif.svm(9)_gamma0.00281
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
0.7248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1878.9572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2751
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
0.7254
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.049
Cross-validation details (10-fold Crossvalidation)