Run
8860102

Run 8860102

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.4161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3942
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8381
Cross-validation details (10-fold Crossvalidation)