Run
2041913

Run 2041913

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

weka.FilteredClassifier_LMT(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_LMT(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 10 -R 42 -D Sparse1
weka.FilteredClassifier_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0854675899014099

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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
255.5104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0258
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
0.4477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8747
Cross-validation details (10-fold Crossvalidation)