Run
514000

Run 514000

Task 9971 (Supervised Classification) ilpd 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
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.0977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2744
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1587
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.301
UserCPU time millis testing
0.068
UserCPU time millis training
0.233