Run
540003

Run 540003

Task 3837 (Supervised Classification) hayes-roth 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)_cost1.51e+04
classif.svm(9)_degree2
classif.svm(9)_coef00.47
classif.svm(9)_gamma0.491
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
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.1981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2803
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4746
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9635
Cross-validation details (10-fold Crossvalidation)
Recall
0.7197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0873
Cross-validation details (10-fold Crossvalidation)