Run
8862690

Run 8862690

Task 3859 (Supervised Classification) prnn_fglass 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
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.9797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3542
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7401
Cross-validation details (10-fold Crossvalidation)