Run
2941168

Run 2941168

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

weka.FilteredClassifier_Bagging_REPTree(1)Weka implementation of FilteredClassifier
weka.Bagging_REPTree(26)_P100
weka.Bagging_REPTree(26)_S1
weka.Bagging_REPTree(26)_num-slots1
weka.Bagging_REPTree(26)_I10
weka.Bagging_REPTree(26)_Wweka.classifiers.trees.REPTree
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_Bagging_REPTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_REPTree(1)_Wweka.classifiers.meta.Bagging

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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5082.9674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0293
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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3382
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1569.2268
UserCPU time millis
1490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1470
Cross-validation details (10-fold Crossvalidation)