Run
2083113

Run 2083113

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Zeno van Cauter
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Flow

weka.RandomizableFilteredClassifier_AdaBoostM1_SimpleLogistic(1)Weka implementation of RandomizableFilteredClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M500
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.RandomizableFilteredClassifier_AdaBoostM1_SimpleLogistic(1)_S1
weka.RandomizableFilteredClassifier_AdaBoostM1_SimpleLogistic(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 20 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_AdaBoostM1_SimpleLogistic(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_SimpleLogistic(1)_P100
weka.AdaBoostM1_SimpleLogistic(1)_S1
weka.AdaBoostM1_SimpleLogistic(1)_I12
weka.AdaBoostM1_SimpleLogistic(1)_Wweka.classifiers.functions.SimpleLogistic

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
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.4896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0267
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
0.5393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8683
Cross-validation details (10-fold Crossvalidation)