Run
517144

Run 517144

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

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.7713
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2825.0227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1381
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
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4169
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9132
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.265
UserCPU time millis testing
0.04
UserCPU time millis training
2.225