Run
513866

Run 513866

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

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.7077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1648
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
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
437.121
UserCPU time millis testing
24.093
UserCPU time millis training
413.028