Run
10367

Run 10367

Task 12 (Supervised Classification) mfeat-factors 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)_K11
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
0.9967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1899.4032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0149
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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0803
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6674[562.29550002336991015.7906865781697489.1762444902221912.75766683510371758.3171307218695]