Run
515458

Run 515458

Task 7557 (Supervised Classification) CostaMadre1 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
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.5037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.531
UserCPU time millis testing
0.071
UserCPU time millis training
0.46