Run
8868015

Run 8868015

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 01-03-2018 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
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.6855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.735
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.78
Cross-validation details (10-fold Crossvalidation)