Run
545736

Run 545736

Task 3673 (Supervised Classification) fri_c0_100_10 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.4397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8762
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.369
UserCPU time millis testing
0.027
UserCPU time millis training
0.342