Run
8874641

Run 8874641

Task 145682 (Supervised Classification) spectrometer Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.7919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.032
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
0.4323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8559
Cross-validation details (10-fold Crossvalidation)