Run
522503

Run 522503

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2305.3981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9406
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.504
UserCPU time millis testing
0.017
UserCPU time millis training
4.487