Run
507997

Run 507997

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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.

20 Evaluation measures

Area under ROC curve
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.4173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2209
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.278
UserCPU time millis testing
0.048
UserCPU time millis training
0.23