Run
8860772

Run 8860772

Task 3662 (Supervised Classification) fri_c4_1000_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
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
398.6281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7188
Cross-validation details (10-fold Crossvalidation)