Run
2041686

Run 2041686

Task 145682 (Supervised Classification) spectrometer Uploaded 14-04-2017 by Derek Lagrouw
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Flow

weka.RandomizableFilteredClassifier_MultilayerPerceptron(1)Weka implementation of RandomizableFilteredClassifier
weka.MultilayerPerceptron(8)_L0.1
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ha
weka.RandomizableFilteredClassifier_MultilayerPerceptron(1)_S1
weka.RandomizableFilteredClassifier_MultilayerPerceptron(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 40 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron

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
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
296.3122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0243
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
0.5428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7879
Cross-validation details (10-fold Crossvalidation)