Run
8860980

Run 8860980

Task 3690 (Supervised Classification) boston_corrected 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
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
320.773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3853
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6258
Cross-validation details (10-fold Crossvalidation)