Run
1848792

Run 1848792

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 03-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.nnet.preproc(3)Learner mlr.classif.nnet.preproc from package(s) nnet.
mlr.classif.nnet.preproc(3)_openml.seed1
mlr.classif.nnet.preproc(3)_openml.kindMersenne-Twister
mlr.classif.nnet.preproc(3)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2789.0501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1938
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
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7635
Cross-validation details (10-fold Crossvalidation)