Run
521574

Run 521574

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

classif.dbnDNN(5)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(5)_outputsoftmax
classif.dbnDNN(5)_seed1
classif.dbnDNN(5)_kindMersenne-Twister
classif.dbnDNN(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
0.4998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0005
KB relative information score
662.854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.301
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
0.3108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.3979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3483
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.33
UserCPU time millis testing
0.019
UserCPU time millis training
2.311