Run
8865500

Run 8865500

Task 145917 (Supervised Classification) autoUniv-au7-700 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
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.9454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3802
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.4943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9304
Cross-validation details (10-fold Crossvalidation)