Run
521592

Run 521592

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2897.5567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9489
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.801
UserCPU time millis testing
0.186
UserCPU time millis training
10.615