Run
8859806

Run 8859806

Task 3581 (Supervised Classification) fri_c3_1000_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
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
533.4557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2542
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6178
Cross-validation details (10-fold Crossvalidation)