Run
511594

Run 511594

Task 3769 (Supervised Classification) chscase_census5 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
0.4636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-28.7534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.465
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.465
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4638
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.185
UserCPU time millis testing
0.048
UserCPU time millis training
0.137