Run
548515

Run 548515

Task 3484 (Supervised Classification) oil_spill Uploaded 05-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.44
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-270.4203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0661
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354
UserCPU time millis
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.625
Cross-validation details (10-fold Crossvalidation)