Run
8875301

Run 8875301

Task 3539 (Supervised Classification) prnn_crabs Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.87
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.8626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4681
Cross-validation details (10-fold Crossvalidation)