Run
521586

Run 521586

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

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(6)_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
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2933.1491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.156
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
0.6897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.6881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9705
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.223
UserCPU time millis testing
0.017
UserCPU time millis training
2.206