Run
13575

Run 13575

Task 57 (Supervised Classification) ionosphere 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)_K2
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
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.7687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7028
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4199[563.56724519425261014.1867954103211483.449727694041909.27509318503251756.6205822745662]