Run
3826855

Run 3826855

Task 26 (Supervised Classification) nursery Uploaded 03-07-2017 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_AttributeSelectedClassifier_HoeffdingTree(1)Weka implementation of FilteredClassifier
weka.HoeffdingTree(6)_L2
weka.HoeffdingTree(6)_S1
weka.HoeffdingTree(6)_E1.0E-7
weka.HoeffdingTree(6)_H0.05
weka.HoeffdingTree(6)_M0.01
weka.HoeffdingTree(6)_G200.0
weka.HoeffdingTree(6)_N0.0
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Wweka.classifiers.trees.HoeffdingTree
weka.FilteredClassifier_AttributeSelectedClassifier_HoeffdingTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_HoeffdingTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11538.8811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1432.3702
UserCPU time millis
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)