Run
2333491

Run 2333491

Task 3819 (Supervised Classification) molecular-biology_promoters Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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
0.5788 ± 0.2521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6159 ± 0.2214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1062 ± 0.3471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.2789 ± 5.1619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3986 ± 0.1894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.6109 ± 0.2293
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6226 ± 0.2328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.6226 ± 0.2328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9123 ± 0.4272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668 ± 0.0147
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.568 ± 0.1557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2168 ± 0.3317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)