Run
515687

Run 515687

Task 21 (Supervised Classification) car Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1593.7099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3663
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.664
UserCPU time millis testing
0.587
UserCPU time millis training
17.077