Run
8861073

Run 8861073

Task 3696 (Supervised Classification) autoMpg 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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
315.4704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
398
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9982
Cross-validation details (10-fold Crossvalidation)
Recall
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.467
Cross-validation details (10-fold Crossvalidation)