Run
517157

Run 517157

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.saeDNN(3)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(3)_outputsoftmax
classif.saeDNN(3)_seed1
classif.saeDNN(3)_kindMersenne-Twister
classif.saeDNN(3)_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
0.7744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2846.3487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1356
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
0.5788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7287
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7287
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.905
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.942
UserCPU time millis testing
0.019
UserCPU time millis training
2.923