Run
511602

Run 511602

Task 3769 (Supervised Classification) chscase_census5 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
0.4409
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-48.7884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.56
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
0.4413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.44
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.44
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4976
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.205
UserCPU time millis testing
0.016
UserCPU time millis training
0.189