Run
8892999

Run 8892999

Task 145900 (Supervised Classification) volcanoes-b5 Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-28666.5842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0305
Cross-validation details (10-fold Crossvalidation)
Number of instances
9989
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.305
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9557
Cross-validation details (10-fold Crossvalidation)
Total cost