Run
8861835

Run 8861835

Task 3770 (Supervised Classification) chscase_census4 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
0.4945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.9608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0373
Cross-validation details (10-fold Crossvalidation)