Run
7994

Run 7994

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)_K12
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
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.5755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0565
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
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5516
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
922.274[563.7494238588241892.1087645507827483.88543266528814909.90626928802961761.7203488120049]