Run
8861534

Run 8861534

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.7085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8156
Cross-validation details (10-fold Crossvalidation)