Run
513839

Run 513839

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

classif.ada(5)Learner classif.ada from package(s) ada.
classif.ada(5)_seed1
classif.ada(5)_kindMersenne-Twister
classif.ada(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
0.7172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.5051
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1498
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
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8502
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.957
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
41.89
UserCPU time millis testing
11.729
UserCPU time millis training
30.161