Run
2945385

Run 2945385

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

weka.FilteredClassifier_Bagging_JRip(1)Weka implementation of FilteredClassifier
weka.Bagging_JRip(5)_P100
weka.Bagging_JRip(5)_S1
weka.Bagging_JRip(5)_num-slots1
weka.Bagging_JRip(5)_I10
weka.Bagging_JRip(5)_Wweka.classifiers.rules.JRip
weka.JRip(7)_F3
weka.JRip(7)_N2.0
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.FilteredClassifier_Bagging_JRip(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_JRip(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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5233.1265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0231
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2751
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.6013
UserCPU time millis
54970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
54940
Cross-validation details (10-fold Crossvalidation)