Run
8875167

Run 8875167

Task 3735 (Supervised Classification) pollen Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.4896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-37.106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1075
Cross-validation details (10-fold Crossvalidation)