Run
8860443

Run 8860443

Task 3634 (Supervised Classification) fri_c3_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
0.7543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.1735
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.66
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9129
Cross-validation details (10-fold Crossvalidation)