Run
2082825

Run 2082825

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Titus Kervezee
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Flow

weka.FilteredClassifier_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K1
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_RandomTree(1)_Fweka.filters.supervised.instance.SpreadSubsample -M 0.0 -X 0.0 -S 1
weka.FilteredClassifier_RandomTree(1)_Wweka.classifiers.trees.RandomTree

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
0.6557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.2193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
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
0.3194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1683
Cross-validation details (10-fold Crossvalidation)