Run
3755467

Run 3755467

Task 28 (Supervised Classification) optdigits Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_LWL_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_LWL_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_LWL_RandomTree(1)_Wweka.classifiers.lazy.LWL
weka.LWL_RandomTree(4)_Atrue
weka.LWL_RandomTree(4)_K-1
weka.LWL_RandomTree(4)_U0
weka.LWL_RandomTree(4)_Wweka.classifiers.trees.RandomTree

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
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4878.5263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.7155
UserCPU time millis
310110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
310100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)