Run
8859055

Run 8859055

Task 2275 (Supervised Classification) meta_instanceincremental.arff 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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2277
Cross-validation details (10-fold Crossvalidation)
Number of instances
74
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3146
Cross-validation details (10-fold Crossvalidation)
Recall
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6344
Cross-validation details (10-fold Crossvalidation)