Run
2347164

Run 2347164

Task 12 (Supervised Classification) mfeat-factors Uploaded 26-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K20
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.9986 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9629 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9589 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1902.7164 ± 1.1787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0149 ± 0.0011
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
0.9632 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.963 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.963 ± 0.0086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0828 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0766 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2552 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1472.3902
UserCPU time millis
2670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1760
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
910
Cross-validation details (10-fold Crossvalidation)