Run
2041924

Run 2041924

Task 145682 (Supervised Classification) spectrometer Uploaded 15-04-2017 by Laurens Castelijns
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Flow

weka.Bagging_FilteredClassifier_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.IBk(11)_K23
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.FilteredClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 100 -R 42 -D Sparse1
weka.FilteredClassifier_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_FilteredClassifier_IBk(1)_P10
weka.Bagging_FilteredClassifier_IBk(1)_S1
weka.Bagging_FilteredClassifier_IBk(1)_num-slots1
weka.Bagging_FilteredClassifier_IBk(1)_I10
weka.Bagging_FilteredClassifier_IBk(1)_Wweka.classifiers.meta.FilteredClassifier

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
0.7922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.2066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377
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
0.0799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.2185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9741
Cross-validation details (10-fold Crossvalidation)