Run
8864788

Run 8864788

Task 145835 (Supervised Classification) blogger 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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.0652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7105
Cross-validation details (10-fold Crossvalidation)