Run
8603

Run 8603

Task 31 (Supervised Classification) credit-g Uploaded 22-05-2014 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)_K6
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
0.7244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.0743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9347
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.0363[571.88218598998941015.5230404536866479.99187728791736908.64471704177161769.1394630054465]