Run
509590

Run 509590

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.03
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.2725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.97
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3928
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.611
UserCPU time millis testing
0.089
UserCPU time millis training
1.522