Run
514859

Run 514859

Task 3706 (Supervised Classification) stock 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
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
665.692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1495
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7735
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.353
UserCPU time millis testing
0.043
UserCPU time millis training
0.31