Run
8864612

Run 8864612

Task 145682 (Supervised Classification) spectrometer Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5247
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
271.31
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0291
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
0.5088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8064
Cross-validation details (10-fold Crossvalidation)