Run
8895081

Run 8895081

Task 3856 (Supervised Classification) kdd_ipums_la_97-small Uploaded 28-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1850.2163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.466
Cross-validation details (10-fold Crossvalidation)
Number of instances
7019
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9504
Cross-validation details (10-fold Crossvalidation)
Recall
0.6383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8602
Cross-validation details (10-fold Crossvalidation)