Run
8864900

Run 8864900

Task 145848 (Supervised Classification) ilpd 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
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.6982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9328
Cross-validation details (10-fold Crossvalidation)