Run
514404

Run 514404

Task 9982 (Supervised Classification) dresses-sales 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
0.5438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.3601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.44
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.56
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.344
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.218
UserCPU time millis testing
0.178
UserCPU time millis training
2.04