Run
515153

Run 515153

Task 9937 (Supervised Classification) robot-failures-lp4 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
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1456
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.078
UserCPU time millis testing
0.106
UserCPU time millis training
0.972