Run
521499

Run 521499

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1928.8885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2749
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
28.111
UserCPU time millis testing
0.289
UserCPU time millis training
27.822