Run
8868094

Run 8868094

Task 3751 (Supervised Classification) fri_c0_500_50 Uploaded 01-03-2018 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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.1292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3623
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7692
Cross-validation details (10-fold Crossvalidation)