Run
8865606

Run 8865606

Task 145932 (Supervised Classification) nursery 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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4561.5836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2658
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8139
Cross-validation details (10-fold Crossvalidation)