Run
509661

Run 509661

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 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
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
343.5213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0337
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.199
UserCPU time millis testing
0.02
UserCPU time millis training
0.179