Run
8861920

Run 8861920

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.3467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2469
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.83
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6924
Cross-validation details (10-fold Crossvalidation)