Run
2346078

Run 2346078

Task 18 (Supervised Classification) mfeat-morphological Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M20
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
0.9511 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6949 ± 0.0323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6822 ± 0.0331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1457.9697 ± 4.5703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.071 ± 0.0036
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
0.7152 ± 0.0393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714 ± 0.0298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.714 ± 0.0298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3944 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1949 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6496 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1592.3277
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)