Run
523399

Run 523399

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1423.3562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
10.491
UserCPU time millis testing
0.03
UserCPU time millis training
10.461