Run
513863

Run 513863

Task 3495 (Supervised Classification) SPECT Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.6865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.6897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1985
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
32.413
UserCPU time millis testing
0.309
UserCPU time millis training
32.104