Run
4652597

Run 4652597

Task 32 (Supervised Classification) pendigits Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Dagging_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Dagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Dagging_DecisionStump(1)_Wweka.classifiers.meta.Dagging
weka.Dagging_DecisionStump(5)_F10
weka.Dagging_DecisionStump(5)_S1
weka.Dagging_DecisionStump(5)_Wweka.classifiers.trees.DecisionStump

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
0.7239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2446.5383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.1376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2877
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1528.5313
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)