Run
8866545

Run 8866545

Task 146210 (Supervised Classification) postoperative-patient-data Uploaded 28-02-2018 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
0.3646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13.1424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.399
Cross-validation details (10-fold Crossvalidation)
Number of instances
88
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8524
Cross-validation details (10-fold Crossvalidation)
Recall
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4454
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1658
Cross-validation details (10-fold Crossvalidation)