Run
514361

Run 514361

Task 3796 (Supervised Classification) fri_c4_250_25 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
0.6078
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.8052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2571
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.306
UserCPU time millis testing
0.019
UserCPU time millis training
0.287