Run
2345697

Run 2345697

Task 12 (Supervised Classification) mfeat-factors 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
0.9657 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8517 ± 0.0139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1706.8722 ± 2.0863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.034 ± 0.0021
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
0.8659 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8665 ± 0.0125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8665 ± 0.0125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1891 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1453 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4842 ± 0.0239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1571.2786
UserCPU time millis
1030
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1020
Cross-validation details (10-fold Crossvalidation)