Run
8866379

Run 8866379

Task 146181 (Supervised Classification) GAMETES_Epistasis_2-Way_20atts_0.4H_EDM-1_1 Uploaded 28-02-2018 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
0.7361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.3904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4469
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9273
Cross-validation details (10-fold Crossvalidation)