Run
542525

Run 542525

Task 3523 (Supervised Classification) tr23.wc 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)_cost225
classif.svm(9)_kernellinear
classif.svm(9)_degree1
classif.svm(9)_coef00.156
classif.svm(9)_gamma0.00256
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
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.4214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Number of instances
204
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1253
Cross-validation details (10-fold Crossvalidation)
Recall
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7513
Cross-validation details (10-fold Crossvalidation)