Run
5080069

Run 5080069

Task 26 (Supervised Classification) nursery Uploaded 09-07-2017 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_MultiBoostAB_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.MultiBoostAB_J48(4)_C3
weka.MultiBoostAB_J48(4)_P100
weka.MultiBoostAB_J48(4)_S1
weka.MultiBoostAB_J48(4)_I10
weka.MultiBoostAB_J48(4)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_AttributeSelectedClassifier_MultiBoostAB_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_MultiBoostAB_J48(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_MultiBoostAB_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultiBoostAB_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultiBoostAB_J48(2)_Wweka.classifiers.meta.MultiBoostAB

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
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12470.9974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0095
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1501.123
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)