Run
12848

Run 12848

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)_K5
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
0.7159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.1379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3247
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
0.7098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.0827[565.027718055836904.6737653330223484.10363182779514914.98785669253071756.6205822745662]