Run
543194

Run 543194

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 24-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats47
classif.avNNet(8)_bagTRUE
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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.

17 Evaluation measures

Area under ROC curve
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3778.4413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0921
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
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7458
Cross-validation details (10-fold Crossvalidation)