Run
522681

Run 522681

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.5924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
534.4288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2989
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
27.355
UserCPU time millis testing
0.35
UserCPU time millis training
27.005