Run
521593

Run 521593

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

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3240.0312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1222
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
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3495
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8589
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.685
UserCPU time millis testing
0.397
UserCPU time millis training
1.288