Run
507664

Run 507664

Task 3491 (Supervised Classification) hayes-roth 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
0.7033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.7228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1813
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.6375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0664
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.556
UserCPU time millis testing
0.035
UserCPU time millis training
0.521