Run
4336159

Run 4336159

Task 26 (Supervised Classification) nursery Uploaded 05-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomSubSpace_REPTree( 1)Weka implementation of FilteredClassifier
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.RandomSubSpace_REPTree(9)_P0.5
weka.RandomSubSpace_REPTree(9)_S1
weka.RandomSubSpace_REPTree(9)_num-slots1
weka.RandomSubSpace_REPTree(9)_I10
weka.RandomSubSpace_REPTree(9)_Wweka.classifiers.trees.REPTree
weka.FilteredClassifier_AttributeSelectedClassifier_RandomSubSpace_REPTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomSubSpace_REPTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Wweka.classifiers.meta.RandomSubSpace

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
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6440.2805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.17
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
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1542.4584
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
80
Cross-validation details (10-fold Crossvalidation)