Run
6060355

Run 6060355

Task 32 (Supervised Classification) pendigits Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K8
weka.IBk(11)_Etrue
weka.IBk(11)_W0
weka.IBk(11)_Xtrue
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.GreedyStepwise -C -R -T -1.7976931348623157E308 -N -1 -num-slots 1
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
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10921.3868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0016
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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1108
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1487.252
UserCPU time millis
17800
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
17630
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)