Run
573074

Run 573074

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 26-05-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(6)Learner classif.pamr from package(s) pamr.
classif.pamr(6)_openml.seed1
classif.pamr(6)_openml.kindMersenne-Twister
classif.pamr(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
461.6795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0664
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
42.56
UserCPU time millis testing
1.18
UserCPU time millis training
41.38