Run
10365

Run 10365

Task 38 (Supervised Classification) ecoli 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
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.5579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0518
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5664
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.8557[568.89779800413941014.1868590421574484.1035797902428914.66854765231311767.4217034453668]