Run
10417204

Run 10417204

Task 190406 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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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.

15 Evaluation measures

Area under ROC curve
0.7913 ± 0.065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3609 ± 0.1722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2207 ± 0.0498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1982 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.247 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.713 ± 0.0666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1664 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
Recall
0.713 ± 0.0666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8026 ± 0.045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3498 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3113 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.89 ± 0.0479
Cross-validation details (10-fold Crossvalidation)