Run
522683

Run 522683

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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

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
0.5679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
415.7213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2978
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
90.168
UserCPU time millis testing
0.175
UserCPU time millis training
89.993