Run
516865

Run 516865

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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(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
0.6465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.9894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4529
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.4512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1868
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.101
UserCPU time millis testing
0.17
UserCPU time millis training
1.931