Run
515814

Run 515814

Task 57 (Supervised Classification) ionosphere Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
249.6185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7464
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.236
UserCPU time millis testing
0.101
UserCPU time millis training
1.135