Run
513538

Run 513538

Task 3609 (Supervised Classification) fri_c1_1000_5 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
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
623.9942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8658
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.142
UserCPU time millis testing
0.063
UserCPU time millis training
2.079