Run
10417202

Run 10417202

Task 190405 (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.

17 Evaluation measures

Area under ROC curve
0.8448 ± 0.0911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7566 ± 0.0867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4627 ± 0.1736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3287 ± 0.1104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3127 ± 0.0434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457 ± 0.0042
Cross-validation details (10-fold Crossvalidation)
Number of instances
224
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7554 ± 0.0837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7589 ± 0.0886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9364 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Recall
0.7589 ± 0.0886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6844 ± 0.0922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4778 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3904 ± 0.0509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8171 ± 0.104
Cross-validation details (10-fold Crossvalidation)