Run
542730

Run 542730

Task 3821 (Supervised Classification) segment 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)_cost0.278
classif.svm(9)_kernellinear
classif.svm(9)_degree5
classif.svm(9)_coef00.644
classif.svm(9)_gamma0.000427
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2271.1251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.997
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1573
Cross-validation details (10-fold Crossvalidation)