Run
8865132

Run 8865132

Task 145865 (Supervised Classification) wall-robot-navigation Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1652.6412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2807
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
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8767
Cross-validation details (10-fold Crossvalidation)