Run
2347133

Run 2347133

Task 28 (Supervised Classification) optdigits Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.9995 ± 0.0005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9854 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9838 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5539.3741 ± 3.0269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0041 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
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
0.9855 ± 0.0068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9854 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9854 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.023 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0468 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1561 ± 0.0322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1474.6688
UserCPU time millis
5410
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10-fold Crossvalidation)