Run
511707

Run 511707

Task 3771 (Supervised Classification) chscase_census3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(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
0.4924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.4925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4259
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.188
UserCPU time millis testing
0.019
UserCPU time millis training
0.169