Run
22281

Run 22281

Task 39 (Supervised Classification) sonar Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IsolationForest(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IsolationForest(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IsolationForest(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IsolationForest(1)_Wweka.classifiers.trees.IsolationForest
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.IsolationForest(1)_I100
weka.IsolationForest(1)_N256
weka.IsolationForest(1)_S1

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
0.4039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.6248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.4279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0304
Cross-validation details (10-fold Crossvalidation)