Run
8861586

Run 8861586

Task 3741 (Supervised Classification) fri_c2_250_50 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
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.4184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3692
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
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7948
Cross-validation details (10-fold Crossvalidation)