Run
7987

Run 7987

Task 58 (Supervised Classification) waveform-5000 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)_K4
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
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3247.8389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1841
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6698
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.1839[561.20997989739871014.1867954103211483.449727694041911.48820099582031760.5845701777503]