Run
8709

Run 8709

Task 21 (Supervised Classification) car 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)_K12
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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.84
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1077.3466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.93
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.4801[565.57735973810441015.5230404536866457.88563364596456909.2750179897271769.1393263693276]