Run
15630

Run 15630

Task 2075 (Supervised Classification) abalone Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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.

17 Evaluation measures

Area under ROC curve
0.7042
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
979.8899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2504
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2504
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9896
Cross-validation details (10-fold Crossvalidation)