Run
23572

Run 23572

Task 54 (Supervised Classification) hepatitis Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.6909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2.4258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2805
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.7005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
897.3222[537.5163554268041995.8423494929701476.160480280826908.64471704177161568.4472018467463]