Run
21830

Run 21830

Task 2071 (Supervised Classification) adult Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K13
weka.IBk(1)_W0

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.

19 Evaluation measures

Area under ROC curve
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18640.4022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.8412[560.66879002876651014.9881711071126463.0193278786469908.32981910425011707.2001025917814]