Run
24307

Run 24307

Task 30 (Supervised Classification) page-blocks Uploaded 03-07-2014 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
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3822.8845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.7425[343.08433627876406899.185671864677243.14806406217195527.0285508771061966.2656371640967]