Run
2922109

Run 2922109

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

weka.FilteredClassifier_LMT(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_LMT(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0

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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5445.8192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2248
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1464.2627
UserCPU time millis
52980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
52950
Cross-validation details (10-fold Crossvalidation)