Run
8860198

Run 8860198

Task 3616 (Supervised Classification) pm10 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
0.668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.3066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4479
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9596
Cross-validation details (10-fold Crossvalidation)