Run
8861484

Run 8861484

Task 3732 (Supervised Classification) fri_c4_100_25 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
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.79
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7716
Cross-validation details (10-fold Crossvalidation)