Run
515801

Run 515801

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

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.3711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1311
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
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7547
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.381
UserCPU time millis testing
0.077
UserCPU time millis training
1.304