Run
8862740

Run 8862740

Task 3864 (Supervised Classification) sponge 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
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.7119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1545
Cross-validation details (10-fold Crossvalidation)
Number of instances
76
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9211
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4356
Cross-validation details (10-fold Crossvalidation)
Recall
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2699
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8564
Cross-validation details (10-fold Crossvalidation)