Run
509499

Run 509499

Task 3587 (Supervised Classification) pwLinear 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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7749
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.05
UserCPU time millis testing
0.074
UserCPU time millis training
0.976