Run
21598

Run 21598

Task 38 (Supervised Classification) ecoli Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(1)_Wweka.classifiers.functions.Logistic
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
249.896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
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
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5614
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.7173[511.8077006762861000.2361411703304476.160480280826908.32989414330441742.0521052461997]