Run
8876951

Run 8876951

Task 146230 (Supervised Classification) Titanic Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.6754
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
556.6397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3394
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
0.7759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8917
Cross-validation details (10-fold Crossvalidation)