Run
519028

Run 519028

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2181.6243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6524
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0216
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.196
UserCPU time millis testing
0.043
UserCPU time millis training
1.153