Run
515154

Run 515154

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.6772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.8807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2906
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
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.5641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2624
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.616
UserCPU time millis testing
0.145
UserCPU time millis training
1.471