Run
8873256

Run 8873256

Task 3616 (Supervised Classification) pm10 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.2711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4755
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0214
Cross-validation details (10-fold Crossvalidation)