Run
8859509

Run 8859509

Task 3547 (Supervised Classification) cars 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
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.3265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3596
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3317
Cross-validation details (10-fold Crossvalidation)
Recall
0.7537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7182
Cross-validation details (10-fold Crossvalidation)