Run
516535

Run 516535

Task 2073 (Supervised Classification) yeast Uploaded 29-01-2016 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
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
765.4615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0825
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0304
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.473
UserCPU time millis testing
0.024
UserCPU time millis training
0.449