Run
515974

Run 515974

Task 3598 (Supervised Classification) fri_c0_250_50 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
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.2407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.014
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.479
UserCPU time millis testing
0.019
UserCPU time millis training
0.46