Run
2917749

Run 2917749

Task 26 (Supervised Classification) nursery Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_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.FilteredClassifier_REPTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_REPTree(1)_Wweka.classifiers.trees.REPTree

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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12147.2096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0191
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
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2843
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1468.7064
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)