Run
10417201

Run 10417201

Task 190404 (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
0.9017 ± 0.0366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.471 ± 0.1811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.437 ± 0.1053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114 ± 0.0157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1885 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Number of instances
175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7771 ± 0.0732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2333 ± 0.101
Cross-validation details (10-fold Crossvalidation)
Recall
0.7771 ± 0.0732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6045 ± 0.0825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.304 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2281 ± 0.0285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7503 ± 0.0919
Cross-validation details (10-fold Crossvalidation)