Run
507999

Run 507999

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

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.6209
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.8085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3355
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
0.5045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.229
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
23.265
UserCPU time millis testing
0.124
UserCPU time millis training
23.141