Run
8860583

Run 8860583

Task 3652 (Supervised Classification) witmer_census_1980 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
0.7212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6459
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.6229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4636
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
50
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.66
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9442
Cross-validation details (10-fold Crossvalidation)