Run
516523

Run 516523

Task 2073 (Supervised Classification) yeast Uploaded 29-01-2016 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
0.7306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
773.9866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0802
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.194
UserCPU time millis testing
0.163
UserCPU time millis training
10.031