Run
2083071

Run 2083071

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Casper Timmermans
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C5.0E-8
weka.J48(38)_M17
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.

17 Evaluation measures

Area under ROC curve
0.8734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
244.0033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8797
Cross-validation details (10-fold Crossvalidation)