Run
514563

Run 514563

Task 3797 (Supervised Classification) socmob Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
726.6723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3451
Cross-validation details (10-fold Crossvalidation)
Number of instances
1156
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7637
Cross-validation details (10-fold Crossvalidation)
Recall
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8045
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.765
UserCPU time millis testing
0.102
UserCPU time millis training
0.663