Run
3641529

Run 3641529

Task 28 (Supervised Classification) optdigits Uploaded 02-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_LWL_DecisionStump(1)Weka implementation of FilteredClassifier
weka.Bagging_LWL_DecisionStump(4)_P100
weka.Bagging_LWL_DecisionStump(4)_S1
weka.Bagging_LWL_DecisionStump(4)_num-slots1
weka.Bagging_LWL_DecisionStump(4)_I10
weka.Bagging_LWL_DecisionStump(4)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(6)_Atrue
weka.LWL_DecisionStump(6)_K-1
weka.LWL_DecisionStump(6)_U0
weka.LWL_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_Bagging_LWL_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_LWL_DecisionStump(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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2136.447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8606
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1413.614
UserCPU time millis
2195070
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2195060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)