Run
2042115

Run 2042115

Task 145682 (Supervised Classification) spectrometer Uploaded 16-04-2017 by Freek Rooks
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_SMO_RBFKernel(1)Weka implementation of FilteredClassifier
weka.SMO_RBFKernel(8)_C7700.0
weka.SMO_RBFKernel(8)_N0
weka.SMO_RBFKernel(8)_L0.001
weka.SMO_RBFKernel(8)_P1.0E-12
weka.SMO_RBFKernel(8)_Mtrue
weka.SMO_RBFKernel(8)_V-1
weka.SMO_RBFKernel(8)_W1
weka.SMO_RBFKernel(8)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.SMO_RBFKernel(8)_calibratortrue
weka.RBFKernel(5)_G0.007
weka.RBFKernel(5)_C250007
weka.FilteredClassifier_SMO_RBFKernel(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 50 -R 42 -D Sparse1
weka.FilteredClassifier_SMO_RBFKernel(1)_Wweka.classifiers.functions.SMO

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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.0904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.027
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
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7693
Cross-validation details (10-fold Crossvalidation)