Run
8880834

Run 8880834

Task 146230 (Supervised Classification) Titanic Uploaded 10-03-2018 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
0.701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1009.3149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
2201
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9078
Cross-validation details (10-fold Crossvalidation)
Recall
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0114
Cross-validation details (10-fold Crossvalidation)