Run
8859599

Run 8859599

Task 3556 (Supervised Classification) analcatdata_cyyoung8092 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
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.6652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
97
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8153
Cross-validation details (10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8458
Cross-validation details (10-fold Crossvalidation)
Total cost