Run
7710

Run 7710

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)_K3
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.7757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0508
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8393
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8393
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5934
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.4257[568.3416867865502879.4865456047008430.87551349164914913.71210817040291769.7127006129608]