Run
538531

Run 538531

Task 3913 (Supervised Classification) kc2 Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost9.03e+03
classif.svm(9)_kernelsigmoid
classif.svm(9)_coef00.636
classif.svm(9)_gamma0.0458
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
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.8244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1576
Cross-validation details (10-fold Crossvalidation)