Run
8860808

Run 8860808

Task 3671 (Supervised Classification) fri_c3_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
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
421.6643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7041
Cross-validation details (10-fold Crossvalidation)