Run
1985185

Run 1985185

Task 145682 (Supervised Classification) spectrometer Uploaded 05-04-2017 by Titus Kervezee
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Flow

weka.MultiClassClassifierUpdateable_SGD(5)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(5)_M0
weka.MultiClassClassifierUpdateable_SGD(5)_R2.0
weka.MultiClassClassifierUpdateable_SGD(5)_S1
weka.MultiClassClassifierUpdateable_SGD(5)_Wweka.classifiers.functions.SGD
weka.SGD(6)_F0
weka.SGD(6)_L0.01
weka.SGD(6)_R1.0E-4
weka.SGD(6)_E500
weka.SGD(6)_C0.001
weka.SGD(6)_S1

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
0.5748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0347
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
0.0946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.1582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9617
Cross-validation details (10-fold Crossvalidation)