Run
2081208

Run 2081208

Task 145682 (Supervised Classification) spectrometer Uploaded 20-04-2017 by Laurens Castelijns
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Flow

weka.AttributeSelectedClassifier_Logistic(2)Weka implementation of AttributeSelectedClassifier
weka.Logistic(8)_R0.03416346565794775
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.AttributeSelectedClassifier_Logistic(2)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_Logistic(2)_Sweka.attributeSelection.GreedyStepwise -T -1.7976931348623157E308 -N -570 -num-slots 1
weka.AttributeSelectedClassifier_Logistic(2)_Wweka.classifiers.functions.Logistic

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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
279.2099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0272
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
0.4508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8234
Cross-validation details (10-fold Crossvalidation)