Run
515198

Run 515198

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.6683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.3858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1449
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.314
UserCPU time millis testing
0.059
UserCPU time millis training
0.255