Run
8861949

Run 8861949

Task 3777 (Supervised Classification) balloon 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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
657.5492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7977
Cross-validation details (10-fold Crossvalidation)