Run
8859127

Run 8859127

Task 3018 (Supervised Classification) flags 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
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.3312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1293
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7572
Cross-validation details (10-fold Crossvalidation)