OpenML
7867

Run 7867

Task 16 (Supervised Classification) mfeat-karhunen 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)_K9
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
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1885.1197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0174
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.9254[562.47685727503151014.9881711071126483.44967579697345910.85475360997441762.8577294742872]