Run
2345717

Run 2345717

Task 22 (Supervised Classification) mfeat-zernike Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.9209 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6882 ± 0.0382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6583 ± 0.0371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1402.9109 ± 5.344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0713 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6867 ± 0.0434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6925 ± 0.0334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6925 ± 0.0334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3961 ± 0.0256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2046 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6819 ± 0.0372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1432.2391
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)