Run
4657974

Run 4657974

Task 14 (Supervised Classification) mfeat-fourier Uploaded 07-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_NaiveBayes(4)_C3
weka.MultiBoostAB_NaiveBayes(4)_P100
weka.MultiBoostAB_NaiveBayes(4)_S1
weka.MultiBoostAB_NaiveBayes(4)_I10
weka.MultiBoostAB_NaiveBayes(4)_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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1526.5565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6876
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1505.6932
UserCPU time millis
8620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5580
Cross-validation details (10-fold Crossvalidation)