Run
519629

Run 519629

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2039.1163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5035
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.969
UserCPU time millis testing
0.019
UserCPU time millis training
0.95