Run
8860296

Run 8860296

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
180.1371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.313
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7964
Cross-validation details (10-fold Crossvalidation)