Run
2042319

Run 2042319

Task 3817 (Supervised Classification) spectrometer Uploaded 17-04-2017 by Olof Morra
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Flow

weka.MultiClassClassifier_Logistic(5)Weka implementation of MultiClassClassifier
weka.Logistic(8)_R1.0E-8
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.MultiClassClassifier_Logistic(5)_M0
weka.MultiClassClassifier_Logistic(5)_R2.0
weka.MultiClassClassifier_Logistic(5)_S1
weka.MultiClassClassifier_Logistic(5)_Wweka.classifiers.functions.Logistic

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
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
204.22
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9134
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.29
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9516
Cross-validation details (10-fold Crossvalidation)