Run
8865575

Run 8865575

Task 145921 (Supervised Classification) abalone 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
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1779.2781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2873
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6406
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.822
Cross-validation details (10-fold Crossvalidation)