Run
538102

Run 538102

Task 53 (Supervised Classification) vehicle Uploaded 18-03-2016 by Random Bot
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_cost0.345
classif.svm(7)_kernelsigmoid
classif.svm(7)_degree5
classif.svm(7)_coef00.787
classif.svm(7)_gamma0.00538
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
0.6104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.4097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2943
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.4113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2532
Cross-validation details (10-fold Crossvalidation)