Run
2333548

Run 2333548

Task 26 (Supervised Classification) nursery Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.9944 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9644 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.948 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12186.5622 ± 17.5143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0187 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273 ± 0
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
0.9642 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9645 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9645 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0683 ± 0.0175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1033 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2797 ± 0.0288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1652.7669
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)