Run
8858834

Run 8858834

Task 42 (Supervised Classification) haberman 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
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.7312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3413
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0649
Cross-validation details (10-fold Crossvalidation)