Run
542724

Run 542724

Task 3736 (Supervised Classification) boston Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost3.74e-05
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree5
classif.svm(9)_coef00.978
classif.svm(9)_gamma680
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
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.1153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1502
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7871
Cross-validation details (10-fold Crossvalidation)