Run
513108

Run 513108

Task 9973 (Supervised Classification) leaf 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
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.0655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1979
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.697
UserCPU time millis testing
0.184
UserCPU time millis training
4.513