Run
517156

Run 517156

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

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(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
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6542
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3050.5007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1454
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
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7091
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7091
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9371
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.07
UserCPU time millis testing
0.025
UserCPU time millis training
1.045