Run
513499

Run 513499

Task 3554 (Supervised Classification) backache 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
0.5961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-38.1878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3967
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
0.469
UserCPU time millis testing
0.236
UserCPU time millis training
0.233