Run
538093

Run 538093

Task 3611 (Supervised Classification) auto_price 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)_cost0.00139
classif.svm(7)_kernelpolynomial
classif.svm(7)_degree4
classif.svm(7)_coef00.584
classif.svm(7)_gamma2.75e+03
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
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.2027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.28
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7489
Cross-validation details (10-fold Crossvalidation)