Run
8865492

Run 8865492

Task 145915 (Supervised Classification) autoUniv-au6-400 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
0.5879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.0841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2067
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.3325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9899
Cross-validation details (10-fold Crossvalidation)